Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1646 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Offline Reinforcement Learning | Adroit | 20 | Jun 24, 2026 | ||
| Few-Shot Class-Incremental Learning | CIFAR-100 60 base classes 5-way 5-shot Session 8 | 20 | Feb 26, 2026 | ||
| Few-Shot Class-Incremental Learning | CIFAR-100 60 base classes 5-way 5-shot Session 7 | 20 | Feb 26, 2026 | ||
| Few-Shot Class-Incremental Learning | CIFAR-100 60 base classes, 5-way 5-shot, Session 6 | 20 | Feb 26, 2026 | ||
| Few-Shot Class-Incremental Learning | CIFAR-100 60 base classes 5-way 5-shot Session 5 | 20 | Feb 26, 2026 | ||
| Few-Shot Class-Incremental Learning | CIFAR-100 60 base classes 5-way 5-shot Session 4 | 20 | Feb 26, 2026 | ||
| Few-Shot Class-Incremental Learning | CIFAR-100 60 base classes 5-way 5-shot Session 3 | 20 | Feb 26, 2026 | ||
| Few-Shot Class-Incremental Learning | CIFAR-100 60 base classes 5-way 5-shot Session 2 | 20 | Feb 26, 2026 | ||
| Few-Shot Class-Incremental Learning | CIFAR-100 60 base classes 5-way 5-shot Session 1 | 20 | Feb 26, 2026 | ||
| Few-Shot Class-Incremental Learning | CIFAR-100 60 base classes, 5-way 5-shot, Session 0 | 20 | Feb 26, 2026 | ||
| Few-Shot Class-Incremental Learning | miniImageNet 60 base classes 5-way 5-shot (incremental) | 20 | Feb 26, 2026 | ||
| Anomaly Detection | Real-IAD | 20 | Mar 31, 2026 | ||
| MRI reconstruction | fastMRI Brain (val) | 20 | Feb 26, 2026 | ||
| Vision-Language Compositional Reasoning | SugarCrepe++ | 20 | Apr 16, 2026 | ||
| Video Prediction | WeatherBench T2m (test) | 20 | Feb 26, 2026 | ||
| Weather Forecasting | SEVIR | 20 | Feb 26, 2026 | ||
| Video Question Answering | MVBench | 20 | Jun 2, 2026 | ||
| Image generation | LDM-CelebA | 20 | Feb 26, 2026 | ||
| Image Retrieval | Revisited Oxford (ROxf) 1M distractor v1 (Hard) | 20 | Feb 26, 2026 | ||
| Multi-Object Tracking | DanceTrack 58 (test) | 20 | Feb 26, 2026 | ||
| Model Calibration | MN | 20 | Feb 26, 2026 | ||
| Model Calibration | BN | 20 | Feb 26, 2026 | ||
| Text-to-Image Generation | Pick-a-Pic (val) | 20 | Feb 26, 2026 | ||
| Online Action Detection | CrossTask | 20 | Mar 4, 2026 | ||
| Adversarial Attack | ImageNet (val) | 20 | Feb 26, 2026 |