Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1946 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Sentiment Analysis | MarSent (test) | 18 | Feb 26, 2026 | ||
| Sentiment Analysis | MarSent (dev) | 18 | Feb 26, 2026 | ||
| Speech Enhancement | ATC Corpus (selected samples) | 18 | Feb 26, 2026 | ||
| Emotion Classification | CREMA-D | 18 | Feb 26, 2026 | ||
| Optical Character Recognition | Chronicle American LoCCA (eval) | 18 | Feb 26, 2026 | ||
| Sentiment classification | ToxCMM | 18 | Feb 26, 2026 | ||
| Severity classification | ToxCMM | 18 | Feb 26, 2026 | ||
| Constraint Following | FollowBench SSR | 18 | Feb 26, 2026 | ||
| Bi-directional MR estimation (X -> Y) | Synthetic Scenario S(3, 3, 8) | 18 | Feb 26, 2026 | ||
| Bi-directional MR estimation (X -> Y) | Synthetic Scenario S(2, 2, 6) | 18 | Feb 26, 2026 | ||
| Bi-directional Mendelian Randomization | Bi-directional MR simulation data Direction Y->X S(4,4,10) (test) | 18 | Feb 26, 2026 | ||
| Bi-directional Mendelian Randomization | Bi-directional MR simulation data Direction X->Y Scenario S(3,3,8) (test) | 18 | Feb 26, 2026 | ||
| Bi-directional MR model estimation | Synthetic Bi-directional MR Scenario S(3,5,10) Direction Y -> X | 18 | Feb 26, 2026 | ||
| Bi-directional MR model estimation | Synthetic Bi-directional MR Scenario S(3,5,10) Direction X -> Y | 18 | Feb 26, 2026 | ||
| Bi-directional MR model estimation | Synthetic Bi-directional MR Scenario S(2,4,8) Direction Y -> X | 18 | Feb 26, 2026 | ||
| Bi-directional MR model estimation | Synthetic Bi-directional MR Scenario S(2,4,8) Direction X -> Y | 18 | Feb 26, 2026 | ||
| Bi-directional MR model estimation | Synthetic Bi-directional MR Scenario S(2,3,7) Direction Y -> X | 18 | Feb 26, 2026 | ||
| Bi-directional MR model estimation | Synthetic Bi-directional MR Scenario S(2,3,7) Direction X -> Y | 18 | Feb 26, 2026 | ||
| Estimating bi-directional MR models | Bi-directional MR Simulation Scenario S(3, 3, 6) Y -> X direction v1 (test) | 18 | Feb 26, 2026 | ||
| Estimating bi-directional MR models | Bi-directional MR Simulation Scenario S(3, 3, 6) X -> Y direction v1 (test) | 18 | Feb 26, 2026 | ||
| Estimating bi-directional MR models | Bi-directional MR Simulation Scenario S(2, 2, 4) Y -> X direction v1 (test) | 18 | Feb 26, 2026 | ||
| Estimating bi-directional MR models | Bi-directional MR Simulation Scenario S(2, 2, 4) X -> Y direction v1 (test) | 18 | Feb 26, 2026 | ||
| Pairwise Comparison | AlignBench | 18 | Feb 26, 2026 | ||
| Nuclei Instance Segmentation | CryoNuSeg (test) | 18 | Mar 6, 2026 | ||
| Document Retrieval | NQ (test) | 18 | Feb 26, 2026 |