Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1023 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Gridworld Navigation | FrozenLake Source | 27 | Feb 26, 2026 | ||
| Web Navigation | WebShop Source | 27 | Feb 26, 2026 | ||
| Code Generation | HumanEval 2021 (test) | 27 | Apr 28, 2026 | ||
| Harmfulness Evaluation | HarmBench | 27 | Jun 16, 2026 | ||
| General Question Answering | PopQA (test) | 27 | Jun 12, 2026 | ||
| General Question Answering | TriviaQA (test) | 27 | Jun 12, 2026 | ||
| Mathematical Reasoning | AMO-Bench | 27 | Feb 26, 2026 | ||
| Tool-calling | SupChain-Bench | 27 | Feb 26, 2026 | ||
| Conditional Shapley value estimation | Adult M=14 | 27 | Feb 26, 2026 | ||
| Medical Visual Question Answering | MMMU Med | 27 | Jun 8, 2026 | ||
| text-to-CAD generation | DeepCAD (test) | 27 | Apr 10, 2026 | ||
| Law reasoning | Law | 27 | Mar 4, 2026 | ||
| Skeleton-based Action Recognition | PKU-MMD II (x-sub) | 27 | Jun 11, 2026 | ||
| Medical Question Answering | Medical QA Evaluation Suite (MedQA, MedMCQA, MMLU-Med, PubMedQA, BioASQ, SEER, DDXPlus, MIMIC-IV) | 27 | Feb 26, 2026 | ||
| Recommendation | MIND (test) | 27 | Feb 26, 2026 | ||
| Relation Extraction | NYT | 27 | Jun 18, 2026 | ||
| Speech Question Answering | MuST-C (test) | 27 | Feb 26, 2026 | ||
| Safety Evaluation | JailBreakV | 27 | Apr 28, 2026 | ||
| Fingerprint Verification | WizardMath-7B-V1.0 + LLaMA-2-7B-CHAT (Merged Model) Task Arithmetic alpha=0.5 (test) | 27 | Feb 26, 2026 | ||
| Machine Unlearning | MUSE-News Llama 2 7B | 27 | Feb 26, 2026 | ||
| Image-Text Retrieval | COCO | 27 | May 13, 2026 | ||
| Theorem Proving | ProofNet (test) | 27 | Jun 19, 2026 | ||
| Image Denoising | McMaster | 27 | Feb 26, 2026 | ||
| Few-shot Classification | CUB K=50 (test) | 27 | Feb 26, 2026 | ||
| Articulated Object Reconstruction and Motion Estimation | PARIS Real | 27 | Apr 10, 2026 |