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tag: score_robustness_mmlu_pro
task: score_prompt_robustness_mmlu_pro
dataset_path: TIGER-Lab/MMLU-Pro
dataset_name: default
output_type: generate_until
validation_split: validation
test_split: test
process_docs: !function utils_mmlu_pro.prompt_robustness_process_docs
doc_to_text: !function utils_mmlu_pro.mmlu_pro_robustness_doc_to_text
doc_to_target: answer
generation_kwargs:
  until: []
  max_gen_toks: 1024
  do_sample: False
process_results: !function utils_mmlu_pro.prompt_robustness_process_results
metric_list:
  - metric: 0_macro_accuracy
    aggregation:  !function utils_mmlu_pro.per_prompt_accuracy_0
    higher_is_better: true
  - metric: 1_macro_accuracy
    aggregation:  !function utils_mmlu_pro.per_prompt_accuracy_1
    higher_is_better: true
  - metric: 2_macro_accuracy
    aggregation:  !function utils_mmlu_pro.per_prompt_accuracy_2
    higher_is_better: true
  - metric: 3_macro_accuracy
    aggregation:  !function utils_mmlu_pro.per_prompt_accuracy_3
    higher_is_better: true
  - metric: 4_macro_accuracy
    aggregation:  !function utils_mmlu_pro.per_prompt_accuracy_4
    higher_is_better: true
  - metric: 5_macro_accuracy
    aggregation:  !function utils_mmlu_pro.per_prompt_accuracy_5
    higher_is_better: true
  - metric: 6_macro_accuracy
    aggregation:  !function utils_mmlu_pro.per_prompt_accuracy_6
    higher_is_better: true
  - metric: 7_macro_accuracy
    aggregation:  !function utils_mmlu_pro.per_prompt_accuracy_7
    higher_is_better: true
  - metric: 8_macro_accuracy
    aggregation:  !function utils_mmlu_pro.per_prompt_accuracy_8
    higher_is_better: true
  - metric: 9_macro_accuracy
    aggregation:  !function utils_mmlu_pro.per_prompt_accuracy_9
    higher_is_better: true
  - metric: consistency_rate
    aggregation:  !function utils_mmlu_pro.mmlu_pro_prompt_consistency_rate
    higher_is_better: true
metadata:
  version: 1.0
dataset_kwargs:
  trust_remote_code: true
