Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1265 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Entity Typing | Wiki-ET | 24 | Feb 26, 2026 | ||
| Theory of Mind reasoning | BigTOM (All) | 24 | Feb 26, 2026 | ||
| 3D Surface Reconstruction | ShapeNet 12 (test) | 24 | Feb 26, 2026 | ||
| Graph Classification | msrc-21 (test) | 24 | Feb 26, 2026 | ||
| Graph Classification | imdb-binary (test) | 24 | Feb 26, 2026 | ||
| Offline Reinforcement Learning | D4RL MuJoCo Halfcheetah-mr v2 (medium-replay) | 24 | Feb 26, 2026 | ||
| Regression | Synthetic Sawtooth (Out-of-input-distribution) | 24 | Feb 26, 2026 | ||
| Novel View Synthesis | Google Scanned Objects (GSO) (test) | 24 | Apr 16, 2026 | ||
| Multiple Choice Question Answering | MMLU Medical and Biological Sub-tasks | 24 | Feb 26, 2026 | ||
| OOD Detection | PASCAL-VOC In-distribution MS-COCO Out-of-distribution original (test) | 24 | Jun 23, 2026 | ||
| Hyperparameter Optimization | PD1 WMT (val) | 24 | Feb 26, 2026 | ||
| Hyperparameter Optimization | PD1-LM1B (val) | 24 | Feb 26, 2026 | ||
| Hyperparameter Optimization | ImageNet PD1 (val) | 24 | Feb 26, 2026 | ||
| Hyperparameter Optimization | Cifar100 PD1 (val) | 24 | Feb 26, 2026 | ||
| Paraphrase Detection | PAWS | 24 | Feb 27, 2026 | ||
| Untargeted Adversarial Attack | ImageNet-compatible | 24 | Feb 26, 2026 | ||
| Human Activity Recognition | ACIDS | 24 | Feb 26, 2026 | ||
| Human Activity Recognition | MOD | 24 | Feb 26, 2026 | ||
| Speed Classification | MOD | 24 | Feb 26, 2026 | ||
| Distance Classification | MOD | 24 | Feb 26, 2026 | ||
| Sequential Recommendation | Amazon Toys and Games | 24 | Apr 1, 2026 | ||
| Continual Reinforcement Learning | DMC6 (Continual) | 24 | Feb 26, 2026 | ||
| Neuron Explanation Analysis | ADE20K | 24 | Feb 26, 2026 | ||
| Compositional Explanation | ImageNet | 24 | Feb 26, 2026 | ||
| Classification | 15 Downstream Datasets | 24 | Feb 26, 2026 |