|                        Task Name                        |Train|Val|Test|Val/Test Docs|                                                                                     Metrics                                                                                     |
|---------------------------------------------------------|-----|---|----|------------:|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|anagrams1                                                |     |✓  |    |        10000|acc                                                                                                                                                                              |
|anagrams2                                                |     |✓  |    |        10000|acc                                                                                                                                                                              |
|anli_r1                                                  |✓    |✓  |✓   |         1000|acc                                                                                                                                                                              |
|anli_r2                                                  |✓    |✓  |✓   |         1000|acc                                                                                                                                                                              |
|anli_r3                                                  |✓    |✓  |✓   |         1200|acc                                                                                                                                                                              |
|arc_challenge                                            |✓    |✓  |✓   |         1172|acc, acc_norm                                                                                                                                                                    |
|arc_easy                                                 |✓    |✓  |✓   |         2376|acc, acc_norm                                                                                                                                                                    |
|arithmetic_1dc                                           |     |✓  |    |         2000|acc                                                                                                                                                                              |
|arithmetic_2da                                           |     |✓  |    |         2000|acc                                                                                                                                                                              |
|arithmetic_2dm                                           |     |✓  |    |         2000|acc                                                                                                                                                                              |
|arithmetic_2ds                                           |     |✓  |    |         2000|acc                                                                                                                                                                              |
|arithmetic_3da                                           |     |✓  |    |         2000|acc                                                                                                                                                                              |
|arithmetic_3ds                                           |     |✓  |    |         2000|acc                                                                                                                                                                              |
|arithmetic_4da                                           |     |✓  |    |         2000|acc                                                                                                                                                                              |
|arithmetic_4ds                                           |     |✓  |    |         2000|acc                                                                                                                                                                              |
|arithmetic_5da                                           |     |✓  |    |         2000|acc                                                                                                                                                                              |
|arithmetic_5ds                                           |     |✓  |    |         2000|acc                                                                                                                                                                              |
|bigbench_causal_judgement                                |     |   |✓   |          190|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_date_understanding                              |     |   |✓   |          369|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_disambiguation_qa                               |     |   |✓   |          258|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_dyck_languages                                  |     |   |✓   |         1000|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_formal_fallacies_syllogisms_negation            |     |   |✓   |        14200|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_geometric_shapes                                |     |   |✓   |          359|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_hyperbaton                                      |     |   |✓   |        50000|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_logical_deduction_five_objects                  |     |   |✓   |          500|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_logical_deduction_seven_objects                 |     |   |✓   |          700|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_logical_deduction_three_objects                 |     |   |✓   |          300|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_movie_recommendation                            |     |   |✓   |          500|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_navigate                                        |     |   |✓   |         1000|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_reasoning_about_colored_objects                 |     |   |✓   |         2000|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_ruin_names                                      |     |   |✓   |          448|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_salient_translation_error_detection             |     |   |✓   |          998|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_snarks                                          |     |   |✓   |          181|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_sports_understanding                            |     |   |✓   |          986|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_temporal_sequences                              |     |   |✓   |         1000|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_tracking_shuffled_objects_five_objects          |     |   |✓   |         1250|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_tracking_shuffled_objects_seven_objects         |     |   |✓   |         1750|multiple_choice_grade, exact_str_match                                                                                                                                           |
|bigbench_tracking_shuffled_objects_three_objects         |     |   |✓   |          300|multiple_choice_grade, exact_str_match                                                                                                                                           |
|blimp_adjunct_island                                     |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_anaphor_gender_agreement                           |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_anaphor_number_agreement                           |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_animate_subject_passive                            |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_animate_subject_trans                              |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_causative                                          |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_complex_NP_island                                  |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_coordinate_structure_constraint_complex_left_branch|     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_coordinate_structure_constraint_object_extraction  |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_determiner_noun_agreement_1                        |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_determiner_noun_agreement_2                        |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_determiner_noun_agreement_irregular_1              |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_determiner_noun_agreement_irregular_2              |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_determiner_noun_agreement_with_adj_2               |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_determiner_noun_agreement_with_adj_irregular_1     |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_determiner_noun_agreement_with_adj_irregular_2     |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_determiner_noun_agreement_with_adjective_1         |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_distractor_agreement_relational_noun               |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_distractor_agreement_relative_clause               |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_drop_argument                                      |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_ellipsis_n_bar_1                                   |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_ellipsis_n_bar_2                                   |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_existential_there_object_raising                   |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_existential_there_quantifiers_1                    |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_existential_there_quantifiers_2                    |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_existential_there_subject_raising                  |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_expletive_it_object_raising                        |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_inchoative                                         |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_intransitive                                       |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_irregular_past_participle_adjectives               |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_irregular_past_participle_verbs                    |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_irregular_plural_subject_verb_agreement_1          |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_irregular_plural_subject_verb_agreement_2          |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_left_branch_island_echo_question                   |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_left_branch_island_simple_question                 |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_matrix_question_npi_licensor_present               |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_npi_present_1                                      |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_npi_present_2                                      |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_only_npi_licensor_present                          |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_only_npi_scope                                     |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_passive_1                                          |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_passive_2                                          |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_principle_A_c_command                              |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_principle_A_case_1                                 |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_principle_A_case_2                                 |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_principle_A_domain_1                               |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_principle_A_domain_2                               |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_principle_A_domain_3                               |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_principle_A_reconstruction                         |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_regular_plural_subject_verb_agreement_1            |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_regular_plural_subject_verb_agreement_2            |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_sentential_negation_npi_licensor_present           |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_sentential_negation_npi_scope                      |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_sentential_subject_island                          |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_superlative_quantifiers_1                          |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_superlative_quantifiers_2                          |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_tough_vs_raising_1                                 |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_tough_vs_raising_2                                 |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_transitive                                         |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_wh_island                                          |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_wh_questions_object_gap                            |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_wh_questions_subject_gap                           |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_wh_questions_subject_gap_long_distance             |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_wh_vs_that_no_gap                                  |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_wh_vs_that_no_gap_long_distance                    |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_wh_vs_that_with_gap                                |     |✓  |    |         1000|acc                                                                                                                                                                              |
|blimp_wh_vs_that_with_gap_long_distance                  |     |✓  |    |         1000|acc                                                                                                                                                                              |
|boolq                                                    |✓    |✓  |    |         3270|acc                                                                                                                                                                              |
|cb                                                       |✓    |✓  |    |           56|acc, f1                                                                                                                                                                          |
|cola                                                     |✓    |✓  |    |         1043|mcc                                                                                                                                                                              |
|copa                                                     |✓    |✓  |    |          100|acc                                                                                                                                                                              |
|coqa                                                     |✓    |✓  |    |          500|f1, em                                                                                                                                                                           |
|crows_pairs_english                                      |     |✓  |    |         1677|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_english_age                                  |     |✓  |    |           91|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_english_autre                                |     |✓  |    |           11|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_english_disability                           |     |✓  |    |           65|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_english_gender                               |     |✓  |    |          320|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_english_nationality                          |     |✓  |    |          216|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_english_physical_appearance                  |     |✓  |    |           72|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_english_race_color                           |     |✓  |    |          508|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_english_religion                             |     |✓  |    |          111|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_english_sexual_orientation                   |     |✓  |    |           93|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_english_socioeconomic                        |     |✓  |    |          190|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_french                                       |     |✓  |    |         1677|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_french_age                                   |     |✓  |    |           90|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_french_autre                                 |     |✓  |    |           13|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_french_disability                            |     |✓  |    |           66|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_french_gender                                |     |✓  |    |          321|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_french_nationality                           |     |✓  |    |          253|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_french_physical_appearance                   |     |✓  |    |           72|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_french_race_color                            |     |✓  |    |          460|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_french_religion                              |     |✓  |    |          115|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_french_sexual_orientation                    |     |✓  |    |           91|likelihood_difference, pct_stereotype                                                                                                                                            |
|crows_pairs_french_socioeconomic                         |     |✓  |    |          196|likelihood_difference, pct_stereotype                                                                                                                                            |
|cycle_letters                                            |     |✓  |    |        10000|acc                                                                                                                                                                              |
|drop                                                     |✓    |✓  |    |         9536|em, f1                                                                                                                                                                           |
|ethics_cm                                                |✓    |   |✓   |         3885|acc                                                                                                                                                                              |
|ethics_deontology                                        |✓    |   |✓   |         3596|acc, em                                                                                                                                                                          |
|ethics_justice                                           |✓    |   |✓   |         2704|acc, em                                                                                                                                                                          |
|ethics_utilitarianism                                    |✓    |   |✓   |         4808|acc                                                                                                                                                                              |
|ethics_utilitarianism_original                           |     |   |✓   |         4808|acc                                                                                                                                                                              |
|ethics_virtue                                            |✓    |   |✓   |         4975|acc, em                                                                                                                                                                          |
|gsm8k                                                    |✓    |   |✓   |         1319|acc                                                                                                                                                                              |
|headqa                                                   |✓    |✓  |✓   |         2742|acc, acc_norm                                                                                                                                                                    |
|headqa_en                                                |✓    |✓  |✓   |         2742|acc, acc_norm                                                                                                                                                                    |
|headqa_es                                                |✓    |✓  |✓   |         2742|acc, acc_norm                                                                                                                                                                    |
|hellaswag                                                |✓    |✓  |    |        10042|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-abstract_algebra                           |     |✓  |✓   |          100|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-anatomy                                    |     |✓  |✓   |          135|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-astronomy                                  |     |✓  |✓   |          152|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-business_ethics                            |     |✓  |✓   |          100|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-clinical_knowledge                         |     |✓  |✓   |          265|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-college_biology                            |     |✓  |✓   |          144|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-college_chemistry                          |     |✓  |✓   |          100|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-college_computer_science                   |     |✓  |✓   |          100|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-college_mathematics                        |     |✓  |✓   |          100|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-college_medicine                           |     |✓  |✓   |          173|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-college_physics                            |     |✓  |✓   |          102|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-computer_security                          |     |✓  |✓   |          100|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-conceptual_physics                         |     |✓  |✓   |          235|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-econometrics                               |     |✓  |✓   |          114|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-electrical_engineering                     |     |✓  |✓   |          145|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-elementary_mathematics                     |     |✓  |✓   |          378|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-formal_logic                               |     |✓  |✓   |          126|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-global_facts                               |     |✓  |✓   |          100|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_biology                        |     |✓  |✓   |          310|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_chemistry                      |     |✓  |✓   |          203|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_computer_science               |     |✓  |✓   |          100|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_european_history               |     |✓  |✓   |          165|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_geography                      |     |✓  |✓   |          198|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_government_and_politics        |     |✓  |✓   |          193|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_macroeconomics                 |     |✓  |✓   |          390|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_mathematics                    |     |✓  |✓   |          270|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_microeconomics                 |     |✓  |✓   |          238|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_physics                        |     |✓  |✓   |          151|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_psychology                     |     |✓  |✓   |          545|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_statistics                     |     |✓  |✓   |          216|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_us_history                     |     |✓  |✓   |          204|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-high_school_world_history                  |     |✓  |✓   |          237|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-human_aging                                |     |✓  |✓   |          223|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-human_sexuality                            |     |✓  |✓   |          131|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-international_law                          |     |✓  |✓   |          121|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-jurisprudence                              |     |✓  |✓   |          108|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-logical_fallacies                          |     |✓  |✓   |          163|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-machine_learning                           |     |✓  |✓   |          112|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-management                                 |     |✓  |✓   |          103|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-marketing                                  |     |✓  |✓   |          234|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-medical_genetics                           |     |✓  |✓   |          100|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-miscellaneous                              |     |✓  |✓   |          783|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-moral_disputes                             |     |✓  |✓   |          346|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-moral_scenarios                            |     |✓  |✓   |          895|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-nutrition                                  |     |✓  |✓   |          306|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-philosophy                                 |     |✓  |✓   |          311|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-prehistory                                 |     |✓  |✓   |          324|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-professional_accounting                    |     |✓  |✓   |          282|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-professional_law                           |     |✓  |✓   |         1534|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-professional_medicine                      |     |✓  |✓   |          272|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-professional_psychology                    |     |✓  |✓   |          612|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-public_relations                           |     |✓  |✓   |          110|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-security_studies                           |     |✓  |✓   |          245|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-sociology                                  |     |✓  |✓   |          201|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-us_foreign_policy                          |     |✓  |✓   |          100|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-virology                                   |     |✓  |✓   |          166|acc, acc_norm                                                                                                                                                                    |
|hendrycksTest-world_religions                            |     |✓  |✓   |          171|acc, acc_norm                                                                                                                                                                    |
|iwslt17-ar-en                                            |     |   |✓   |         1460|bleu, chrf, ter                                                                                                                                                                  |
|iwslt17-en-ar                                            |     |   |✓   |         1460|bleu, chrf, ter                                                                                                                                                                  |
|lambada_openai                                           |     |   |✓   |         5153|ppl, acc                                                                                                                                                                         |
|lambada_openai_cloze                                     |     |   |✓   |         5153|ppl, acc                                                                                                                                                                         |
|lambada_openai_mt_de                                     |     |   |✓   |         5153|ppl, acc                                                                                                                                                                         |
|lambada_openai_mt_en                                     |     |   |✓   |         5153|ppl, acc                                                                                                                                                                         |
|lambada_openai_mt_es                                     |     |   |✓   |         5153|ppl, acc                                                                                                                                                                         |
|lambada_openai_mt_fr                                     |     |   |✓   |         5153|ppl, acc                                                                                                                                                                         |
|lambada_openai_mt_it                                     |     |   |✓   |         5153|ppl, acc                                                                                                                                                                         |
|lambada_standard                                         |     |✓  |✓   |         5153|ppl, acc                                                                                                                                                                         |
|lambada_standard_cloze                                   |     |✓  |✓   |         5153|ppl, acc                                                                                                                                                                         |
|logiqa                                                   |✓    |✓  |✓   |          651|acc, acc_norm                                                                                                                                                                    |
|math_algebra                                             |✓    |   |✓   |         1187|acc                                                                                                                                                                              |
|math_asdiv                                               |     |✓  |    |         2305|acc                                                                                                                                                                              |
|math_counting_and_prob                                   |✓    |   |✓   |          474|acc                                                                                                                                                                              |
|math_geometry                                            |✓    |   |✓   |          479|acc                                                                                                                                                                              |
|math_intermediate_algebra                                |✓    |   |✓   |          903|acc                                                                                                                                                                              |
|math_num_theory                                          |✓    |   |✓   |          540|acc                                                                                                                                                                              |
|math_prealgebra                                          |✓    |   |✓   |          871|acc                                                                                                                                                                              |
|math_precalc                                             |✓    |   |✓   |          546|acc                                                                                                                                                                              |
|mathqa                                                   |✓    |✓  |✓   |         2985|acc, acc_norm                                                                                                                                                                    |
|mc_taco                                                  |     |✓  |✓   |         9442|f1, em                                                                                                                                                                           |
|mgsm_bn                                                  |✓    |   |✓   |          250|acc                                                                                                                                                                              |
|mgsm_de                                                  |✓    |   |✓   |          250|acc                                                                                                                                                                              |
|mgsm_en                                                  |✓    |   |✓   |          250|acc                                                                                                                                                                              |
|mgsm_es                                                  |✓    |   |✓   |          250|acc                                                                                                                                                                              |
|mgsm_fr                                                  |✓    |   |✓   |          250|acc                                                                                                                                                                              |
|mgsm_ja                                                  |✓    |   |✓   |          250|acc                                                                                                                                                                              |
|mgsm_ru                                                  |✓    |   |✓   |          250|acc                                                                                                                                                                              |
|mgsm_sw                                                  |✓    |   |✓   |          250|acc                                                                                                                                                                              |
|mgsm_te                                                  |✓    |   |✓   |          250|acc                                                                                                                                                                              |
|mgsm_th                                                  |✓    |   |✓   |          250|acc                                                                                                                                                                              |
|mgsm_zh                                                  |✓    |   |✓   |          250|acc                                                                                                                                                                              |
|mnli                                                     |✓    |✓  |    |         9815|acc                                                                                                                                                                              |
|mnli_mismatched                                          |✓    |✓  |    |         9832|acc                                                                                                                                                                              |
|mrpc                                                     |✓    |✓  |    |          408|acc, f1                                                                                                                                                                          |
|multirc                                                  |✓    |✓  |    |         4848|acc                                                                                                                                                                              |
|mutual                                                   |✓    |✓  |    |          886|r@1, r@2, mrr                                                                                                                                                                    |
|mutual_plus                                              |✓    |✓  |    |          886|r@1, r@2, mrr                                                                                                                                                                    |
|openbookqa                                               |✓    |✓  |✓   |          500|acc, acc_norm                                                                                                                                                                    |
|pawsx_de                                                 |✓    |✓  |✓   |         2000|acc                                                                                                                                                                              |
|pawsx_en                                                 |✓    |✓  |✓   |         2000|acc                                                                                                                                                                              |
|pawsx_es                                                 |✓    |✓  |✓   |         2000|acc                                                                                                                                                                              |
|pawsx_fr                                                 |✓    |✓  |✓   |         2000|acc                                                                                                                                                                              |
|pawsx_ja                                                 |✓    |✓  |✓   |         2000|acc                                                                                                                                                                              |
|pawsx_ko                                                 |✓    |✓  |✓   |         2000|acc                                                                                                                                                                              |
|pawsx_zh                                                 |✓    |✓  |✓   |         2000|acc                                                                                                                                                                              |
|pile_arxiv                                               |     |✓  |✓   |         2407|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_bookcorpus2                                         |     |✓  |✓   |           28|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_books3                                              |     |✓  |✓   |          269|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_dm-mathematics                                      |     |✓  |✓   |         1922|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_enron                                               |     |✓  |✓   |         1010|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_europarl                                            |     |✓  |✓   |          157|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_freelaw                                             |     |✓  |✓   |         5101|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_github                                              |     |✓  |✓   |        18195|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_gutenberg                                           |     |✓  |✓   |           80|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_hackernews                                          |     |✓  |✓   |         1632|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_nih-exporter                                        |     |✓  |✓   |         1884|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_opensubtitles                                       |     |✓  |✓   |          642|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_openwebtext2                                        |     |✓  |✓   |        32925|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_philpapers                                          |     |✓  |✓   |           68|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_pile-cc                                             |     |✓  |✓   |        52790|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_pubmed-abstracts                                    |     |✓  |✓   |        29895|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_pubmed-central                                      |     |✓  |✓   |         5911|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_stackexchange                                       |     |✓  |✓   |        30378|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_ubuntu-irc                                          |     |✓  |✓   |           22|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_uspto                                               |     |✓  |✓   |        11415|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_wikipedia                                           |     |✓  |✓   |        17511|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|pile_youtubesubtitles                                    |     |✓  |✓   |          342|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|piqa                                                     |✓    |✓  |    |         1838|acc, acc_norm                                                                                                                                                                    |
|prost                                                    |     |   |✓   |        18736|acc, acc_norm                                                                                                                                                                    |
|pubmedqa                                                 |     |   |✓   |         1000|acc                                                                                                                                                                              |
|qa4mre_2011                                              |     |   |✓   |          120|acc, acc_norm                                                                                                                                                                    |
|qa4mre_2012                                              |     |   |✓   |          160|acc, acc_norm                                                                                                                                                                    |
|qa4mre_2013                                              |     |   |✓   |          284|acc, acc_norm                                                                                                                                                                    |
|qasper                                                   |✓    |✓  |    |         1764|f1_yesno, f1_abstractive                                                                                                                                                         |
|qnli                                                     |✓    |✓  |    |         5463|acc                                                                                                                                                                              |
|qqp                                                      |✓    |✓  |    |        40430|acc, f1                                                                                                                                                                          |
|race                                                     |✓    |✓  |✓   |         1045|acc                                                                                                                                                                              |
|random_insertion                                         |     |✓  |    |        10000|acc                                                                                                                                                                              |
|record                                                   |✓    |✓  |    |        10000|f1, em                                                                                                                                                                           |
|reversed_words                                           |     |✓  |    |        10000|acc                                                                                                                                                                              |
|rte                                                      |✓    |✓  |    |          277|acc                                                                                                                                                                              |
|sciq                                                     |✓    |✓  |✓   |         1000|acc, acc_norm                                                                                                                                                                    |
|scrolls_contractnli                                      |✓    |✓  |    |         1037|em, acc, acc_norm                                                                                                                                                                |
|scrolls_govreport                                        |✓    |✓  |    |          972|rouge1, rouge2, rougeL                                                                                                                                                           |
|scrolls_narrativeqa                                      |✓    |✓  |    |         3425|f1                                                                                                                                                                               |
|scrolls_qasper                                           |✓    |✓  |    |          984|f1                                                                                                                                                                               |
|scrolls_qmsum                                            |✓    |✓  |    |          272|rouge1, rouge2, rougeL                                                                                                                                                           |
|scrolls_quality                                          |✓    |✓  |    |         2086|em, acc, acc_norm                                                                                                                                                                |
|scrolls_summscreenfd                                     |✓    |✓  |    |          338|rouge1, rouge2, rougeL                                                                                                                                                           |
|squad2                                                   |✓    |✓  |    |        11873|exact, f1, HasAns_exact, HasAns_f1, NoAns_exact, NoAns_f1, best_exact, best_f1                                                                                                   |
|sst                                                      |✓    |✓  |    |          872|acc                                                                                                                                                                              |
|swag                                                     |✓    |✓  |    |        20006|acc, acc_norm                                                                                                                                                                    |
|toxigen                                                  |✓    |   |✓   |          940|acc, acc_norm                                                                                                                                                                    |
|triviaqa                                                 |✓    |✓  |    |        11313|acc                                                                                                                                                                              |
|truthfulqa_gen                                           |     |✓  |    |          817|bleurt_max, bleurt_acc, bleurt_diff, bleu_max, bleu_acc, bleu_diff, rouge1_max, rouge1_acc, rouge1_diff, rouge2_max, rouge2_acc, rouge2_diff, rougeL_max, rougeL_acc, rougeL_diff|
|truthfulqa_mc                                            |     |✓  |    |          817|mc1, mc2                                                                                                                                                                         |
|webqs                                                    |✓    |   |✓   |         2032|acc                                                                                                                                                                              |
|wic                                                      |✓    |✓  |    |          638|acc                                                                                                                                                                              |
|wikitext                                                 |✓    |✓  |✓   |           62|word_perplexity, byte_perplexity, bits_per_byte                                                                                                                                  |
|winogrande                                               |✓    |✓  |    |         1267|acc                                                                                                                                                                              |
|wmt14-en-fr                                              |     |   |✓   |         3003|bleu, chrf, ter                                                                                                                                                                  |
|wmt14-fr-en                                              |     |   |✓   |         3003|bleu, chrf, ter                                                                                                                                                                  |
|wmt16-de-en                                              |     |   |✓   |         2999|bleu, chrf, ter                                                                                                                                                                  |
|wmt16-en-de                                              |     |   |✓   |         2999|bleu, chrf, ter                                                                                                                                                                  |
|wmt16-en-ro                                              |     |   |✓   |         1999|bleu, chrf, ter                                                                                                                                                                  |
|wmt16-ro-en                                              |     |   |✓   |         1999|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-cs-en                                              |     |   |✓   |          664|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-de-en                                              |     |   |✓   |          785|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-de-fr                                              |     |   |✓   |         1619|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-en-cs                                              |     |   |✓   |         1418|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-en-de                                              |     |   |✓   |         1418|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-en-iu                                              |     |   |✓   |         2971|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-en-ja                                              |     |   |✓   |         1000|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-en-km                                              |     |   |✓   |         2320|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-en-pl                                              |     |   |✓   |         1000|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-en-ps                                              |     |   |✓   |         2719|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-en-ru                                              |     |   |✓   |         2002|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-en-ta                                              |     |   |✓   |         1000|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-en-zh                                              |     |   |✓   |         1418|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-fr-de                                              |     |   |✓   |         1619|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-iu-en                                              |     |   |✓   |         2971|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-ja-en                                              |     |   |✓   |          993|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-km-en                                              |     |   |✓   |         2320|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-pl-en                                              |     |   |✓   |         1001|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-ps-en                                              |     |   |✓   |         2719|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-ru-en                                              |     |   |✓   |          991|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-ta-en                                              |     |   |✓   |          997|bleu, chrf, ter                                                                                                                                                                  |
|wmt20-zh-en                                              |     |   |✓   |         2000|bleu, chrf, ter                                                                                                                                                                  |
|wnli                                                     |✓    |✓  |    |           71|acc                                                                                                                                                                              |
|wsc                                                      |✓    |✓  |    |          104|acc                                                                                                                                                                              |
|wsc273                                                   |     |   |✓   |          273|acc                                                                                                                                                                              |
|xcopa_et                                                 |     |✓  |✓   |          500|acc                                                                                                                                                                              |
|xcopa_ht                                                 |     |✓  |✓   |          500|acc                                                                                                                                                                              |
|xcopa_id                                                 |     |✓  |✓   |          500|acc                                                                                                                                                                              |
|xcopa_it                                                 |     |✓  |✓   |          500|acc                                                                                                                                                                              |
|xcopa_qu                                                 |     |✓  |✓   |          500|acc                                                                                                                                                                              |
|xcopa_sw                                                 |     |✓  |✓   |          500|acc                                                                                                                                                                              |
|xcopa_ta                                                 |     |✓  |✓   |          500|acc                                                                                                                                                                              |
|xcopa_th                                                 |     |✓  |✓   |          500|acc                                                                                                                                                                              |
|xcopa_tr                                                 |     |✓  |✓   |          500|acc                                                                                                                                                                              |
|xcopa_vi                                                 |     |✓  |✓   |          500|acc                                                                                                                                                                              |
|xcopa_zh                                                 |     |✓  |✓   |          500|acc                                                                                                                                                                              |
|xnli_ar                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_bg                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_de                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_el                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_en                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_es                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_fr                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_hi                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_ru                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_sw                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_th                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_tr                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_ur                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_vi                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xnli_zh                                                  |✓    |✓  |✓   |         5010|acc                                                                                                                                                                              |
|xstory_cloze_ar                                          |✓    |✓  |    |         1511|acc                                                                                                                                                                              |
|xstory_cloze_en                                          |✓    |✓  |    |         1511|acc                                                                                                                                                                              |
|xstory_cloze_es                                          |✓    |✓  |    |         1511|acc                                                                                                                                                                              |
|xstory_cloze_eu                                          |✓    |✓  |    |         1511|acc                                                                                                                                                                              |
|xstory_cloze_hi                                          |✓    |✓  |    |         1511|acc                                                                                                                                                                              |
|xstory_cloze_id                                          |✓    |✓  |    |         1511|acc                                                                                                                                                                              |
|xstory_cloze_my                                          |✓    |✓  |    |         1511|acc                                                                                                                                                                              |
|xstory_cloze_ru                                          |✓    |✓  |    |         1511|acc                                                                                                                                                                              |
|xstory_cloze_sw                                          |✓    |✓  |    |         1511|acc                                                                                                                                                                              |
|xstory_cloze_te                                          |✓    |✓  |    |         1511|acc                                                                                                                                                                              |
|xstory_cloze_zh                                          |✓    |✓  |    |         1511|acc                                                                                                                                                                              |
|xwinograd_en                                             |     |   |✓   |         2325|acc                                                                                                                                                                              |
|xwinograd_fr                                             |     |   |✓   |           83|acc                                                                                                                                                                              |
|xwinograd_jp                                             |     |   |✓   |          959|acc                                                                                                                                                                              |
|xwinograd_pt                                             |     |   |✓   |          263|acc                                                                                                                                                                              |
|xwinograd_ru                                             |     |   |✓   |          315|acc                                                                                                                                                                              |
|xwinograd_zh                                             |     |   |✓   |          504|acc                                                                                                                                                                              |
| Ceval-computer_network                         |   | ✓ |   | 19 | acc |
| Ceval-operating_system                         |   | ✓ |   | 19 | acc |
| Ceval-computer_architecture                    |   | ✓ |   | 21 | acc |
| Ceval-college_programming                      |   | ✓ |   | 37 | acc |
| Ceval-college_physics                          |   | ✓ |   | 19 | acc |
| Ceval-college_chemistry                        |   | ✓ |   | 24 | acc |
| Ceval-advanced_mathematics                     |   | ✓ |   | 19 | acc |
| Ceval-probability_and_statistics               |   | ✓ |   | 18 | acc |
| Ceval-discrete_mathematics                     |   | ✓ |   | 16 | acc |
| Ceval-electrical_engineer                      |   | ✓ |   | 37 | acc |
| Ceval-metrology_engineer                       |   | ✓ |   | 24 | acc |
| Ceval-high_school_mathematics                  |   | ✓ |   | 18 | acc |
| Ceval-high_school_physics                      |   | ✓ |   | 19 | acc |
| Ceval-high_school_chemistry                    |   | ✓ |   | 19 | acc |
| Ceval-high_school_biology                      |   | ✓ |   | 19 | acc |
| Ceval-middle_school_mathematics                |   | ✓ |   | 19 | acc |
| Ceval-middle_school_biology                    |   | ✓ |   | 21 | acc |
| Ceval-middle_school_physics                    |   | ✓ |   | 19 | acc |
| Ceval-middle_school_chemistry                  |   | ✓ |   | 20 | acc |
| Ceval-veterinary_medicine                      |   | ✓ |   | 23 | acc |
| Ceval-college_economics                        |   | ✓ |   | 55 | acc |
| Ceval-business_administration                  |   | ✓ |   | 33 | acc |
| Ceval-marxism                                  |   | ✓ |   | 19 | acc |
| Ceval-mao_zedong_thought                       |   | ✓ |   | 24 | acc |
| Ceval-education_science                        |   | ✓ |   | 29 | acc |
| Ceval-teacher_qualification                    |   | ✓ |   | 44 | acc |
| Ceval-high_school_politics                     |   | ✓ |   | 19 | acc |
| Ceval-high_school_geography                    |   | ✓ |   | 19 | acc |
| Ceval-middle_school_politics                   |   | ✓ |   | 21 | acc |
| Ceval-middle_school_geography                  |   | ✓ |   | 12 | acc |
| Ceval-modern_chinese_history                   |   | ✓ |   | 23 | acc |
| Ceval-ideological_and_moral_cultivation        |   | ✓ |   | 19 | acc |
| Ceval-logic                                    |   | ✓ |   | 22 | acc |
| Ceval-law                                      |   | ✓ |   | 24 | acc |
| Ceval-chinese_language_and_literature          |   | ✓ |   | 23 | acc |
| Ceval-art_studies                              |   | ✓ |   | 33 | acc |
| Ceval-professional_tour_guide                  |   | ✓ |   | 29 | acc |
| Ceval-legal_professional                       |   | ✓ |   | 23 | acc |
| Ceval-high_school_chinese                      |   | ✓ |   | 19 | acc |
| Ceval-high_school_history                      |   | ✓ |   | 20 | acc |
| Ceval-middle_school_history                    |   | ✓ |   | 22 | acc |
| Ceval-civil_servant                            |   | ✓ |   | 47 | acc |
| Ceval-sports_science                           |   | ✓ |   | 19 | acc |
| Ceval-plant_protection                         |   | ✓ |   | 22 | acc |
| Ceval-basic_medicine                           |   | ✓ |   | 19 | acc |
| Ceval-clinical_medicine                        |   | ✓ |   | 22 | acc |
| Ceval-urban_and_rural_planner                  |   | ✓ |   | 46 | acc |
| Ceval-accountant                               |   | ✓ |   | 49 | acc |
| Ceval-fire_engineer                            |   | ✓ |   | 31 | acc |
| Ceval-environmental_impact_assessment_engineer |   | ✓ |   | 31 | acc |
| Ceval-tax_accountant                           |   | ✓ |   | 49 | acc |
| Ceval-physician                                |   | ✓ |   | 49 | acc |