Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1462 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Open-vocabulary semantic segmentation | Pascal VOC 20 With Background | 21 | Mar 25, 2026 | ||
| Geometry Reasoning | Geometry3K (val) | 21 | Jun 4, 2026 | ||
| Clustering | Cifar10 | 21 | Mar 31, 2026 | ||
| Solving PDE | Allen-Cahn | 21 | Jun 1, 2026 | ||
| Membership Inference Attack | Flickr (test) | 21 | Apr 2, 2026 | ||
| Image Restoration | RealPhoto60 | 21 | Apr 28, 2026 | ||
| Graph structure learning | 50-node Erdős-Rényi graphs p=0.5 | 21 | Mar 24, 2026 | ||
| Coronary artery segmentation | ImageCAS | 21 | Mar 24, 2026 | ||
| Dementia Risk Prediction | NYU cohort 3-year horizon | 21 | Mar 24, 2026 | ||
| Dementia Risk Prediction | NYU cohort 2-year horizon | 21 | Mar 24, 2026 | ||
| Dementia Risk Prediction | NYU cohort 1-year horizon | 21 | Mar 24, 2026 | ||
| Nudity Detection | NSFW Concepts | 21 | Mar 24, 2026 | ||
| Recommendation | Amazon Music | 21 | Apr 16, 2026 | ||
| Speech Emotion Recognition | Four OOD (test) | 21 | Mar 24, 2026 | ||
| Infrared small-target unmixing | CSIST100K | 21 | Mar 24, 2026 | ||
| 3D Microstructure Evolution Inference | PMC 3D Mesh (inference) | 21 | Mar 24, 2026 | ||
| Multiple Choice Questions | TinyMMLU | 21 | Mar 24, 2026 | ||
| LLM-as-a-Judge | PreferenceBench | 21 | Mar 24, 2026 | ||
| Regression | CH 50% random extra features | 21 | Mar 24, 2026 | ||
| Regression | YE 50% corrupted features noise | 21 | Mar 24, 2026 | ||
| Classification | OT 50% corrupted features (50% noise) | 21 | Mar 24, 2026 | ||
| Regression | MI 50% corrupted features noise | 21 | Mar 24, 2026 | ||
| Classification | JA 50% corrupted features (noise) | 21 | Mar 24, 2026 | ||
| Regression | HO 50% corrupted features (noise) | 21 | Mar 24, 2026 | ||
| Classification | HI 50% corrupted features | 21 | Mar 24, 2026 |