README.md

# v1.0 Tasks
This list keeps track of which tasks' implementations have been ported to YAML / v2.0 of the Eval Harness.

Boxes should be checked iff tasks are implemented in the refactor and tested for regression. Tasks should be struck through if checked *against original introducing paper* implementation or popularizing implementation. (WIP) Denotes that there exists a PR or person working on this task already.

- [ ] Glue (WIP)
- [x] SuperGlue
- [ ] CoQA
- [ ] DROP
- [x] ~~Lambada~~
- [x] Lambada (Cloze variants)
- [ ] Lambada (Multilingual)
- [x] Wikitext
- [x] PiQA
- [ ] PROST
- [ ] MCTACO
- [ ] Pubmed QA (WIP)
- [x] SciQ
- [ ] QASPER
- [ ] QA4MRE
- [ ] TriviaQA
- [x] AI2 ARC
- [ ] LogiQA
- [x] HellaSwag
- [ ] SWAG (WIP)
- [x] OpenBookQA
- [ ] SQuADv2
- [ ] RACE (WIP)
- [ ] HeadQA
- [ ] MathQA
- [ ] WebQs
- [ ] WSC273
- [ ] Winogrande (WIP)
- [x] ANLI
- [ ] Hendrycks Ethics
- [ ] TruthfulQA
- [ ] MuTual
- [ ] Hendrycks Math
- [ ] Asdiv
- [ ] GSM8k
- [ ] Arithmetic (WIP)
- [ ] MMMLU
- [ ] Translation (WMT) suite
- [ ] Unscramble
- [x] ~~Pile (perplexity)~~
- [ ] BLiMP
- [ ] ToxiGen
- [ ] CrowS-Pairs
- [ ] XCopa
- [ ] BIG-Bench
- [ ] XStoryCloze
- [ ] XWinograd
- [ ] PAWS-X
- [ ] XNLI
- [ ] MGSM
- [ ] SCROLLS
- [ ] JSON Task (reference: https://github.com/EleutherAI/lm-evaluation-harness/pull/481)

# Novel Tasks
Tasks added in the revamped harness that were not previously available. Again, a strikethrough denotes checking performed *against the original task's implementation or published results introducing the task*.

# Task Wishlist

- [ ] TheoremQA
- [ ] Theorem Proving evaluations
- [ ] Chain of Thought
- [ ] Self-consistency ; Least-to-Most prompting, etc.
- [ ] Summarization Tasks
- [ ] Anthropic Model-Written Evals