Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1383 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Robot Manipulation | MetaWorld Very Hard 5 tasks | 22 | May 18, 2026 | ||
| Robot Manipulation | LIBERO-PRO | 22 | Jun 19, 2026 | ||
| Traveling Salesman Problem | TSP 10K (test) | 22 | Feb 26, 2026 | ||
| Reinforcement Learning | Walker2d v4 | 22 | Jun 24, 2026 | ||
| Probabilistic Time Series Forecasting | ETTm2 | 22 | Mar 26, 2026 | ||
| Mathematical Reasoning | GSM8K | 22 | May 15, 2026 | ||
| Preference Classification | Anthropic HH Harmless (test) | 22 | Feb 26, 2026 | ||
| Anomaly Detection | BGL Log | 22 | Feb 26, 2026 | ||
| Continual Multimodal Instruction Tuning | CoIN ScienceQA TextVQA ImageNet GQA VizWiz Grounding Chameleon backbone | 22 | Feb 26, 2026 | ||
| Few-shot Image Classification | Aves | 22 | Feb 26, 2026 | ||
| Clustering | Zoo | 22 | May 15, 2026 | ||
| Sex Classification | HBN Sex | 22 | Feb 26, 2026 | ||
| Question Answering | OpenbookQA (OQA) (val) | 22 | Feb 26, 2026 | ||
| Image Classification | SVHN | 22 | May 1, 2026 | ||
| Node Classification | Yelp | 22 | Apr 1, 2026 | ||
| Text-to-SQL | EHRSQL | 22 | Feb 26, 2026 | ||
| Language Modeling | OpenWebText (OWT) (test) | 22 | Jun 30, 2026 | ||
| Outlier Detection | Waveform | 22 | Feb 26, 2026 | ||
| Outlier Detection | CreditA | 22 | Feb 26, 2026 | ||
| Outlier Detection | Audiology | 22 | Feb 26, 2026 | ||
| Outlier Detection | Musk | 22 | Feb 26, 2026 | ||
| Outlier Detection | Mushroom 1 | 22 | Feb 26, 2026 | ||
| Outlier Detection | Annthyroid | 22 | Feb 26, 2026 | ||
| Outlier Detection | Thyroid | 22 | Feb 26, 2026 | ||
| Outlier Detection | Sick | 22 | Feb 26, 2026 |