Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1613 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Open-vocabulary semantic segmentation | VDD | 20 | Jun 23, 2026 | ||
| Open-vocabulary semantic segmentation | UDD5 | 20 | Jun 23, 2026 | ||
| Open-vocabulary semantic segmentation | UAVid | 20 | Jun 23, 2026 | ||
| Open-vocabulary semantic segmentation | OEM | 20 | Jun 23, 2026 | ||
| Multi-Graph Multi-Objective Traveling Salesman Problem | FLEX2 size 50 | 20 | Feb 26, 2026 | ||
| Point Cloud Registration | ModelNet40 PRNet generation manner with Gaussian noise (unseen categories) | 20 | Feb 26, 2026 | ||
| Few-shot classification | miniImageNet 5-shot (test) | 20 | Feb 26, 2026 | ||
| Salient Object Detection | HKU-IS low-resolution (test) | 20 | Feb 26, 2026 | ||
| Salient Object Detection | DUTS low-resolution (test) | 20 | Feb 26, 2026 | ||
| Salient Object Detection | DUT-OMRON low-resolution (test) | 20 | Feb 26, 2026 | ||
| Salient Object Detection | DAVIS-S high-resolution (test) | 20 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (IND) + Places-365 (OOD) | 20 | Feb 26, 2026 | ||
| Few-shot classification | NAB (test) | 20 | Feb 26, 2026 | ||
| 3D Object Detection | STF average over dense fog, light fog, and clear splits v1 (test) | 20 | Feb 26, 2026 | ||
| 3D Object Detection | STF clear v1 (test) | 20 | Feb 26, 2026 | ||
| 3D Object Detection | STF light fog v1 (test) | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | PASCAL-5i | 20 | Feb 26, 2026 | ||
| Class-Incremental Learning | CIFAR-100 5 tasks (test) | 20 | Feb 26, 2026 | ||
| Node classification | Cora | 20 | Feb 26, 2026 | ||
| Classification | Digit-five mt → mm, sv, up, sy | 20 | Feb 26, 2026 | ||
| Backdoor Poisoning Attack | HEx-PHI (150 questions) | 20 | Feb 26, 2026 | ||
| Identity Shifting Attack | HEx-PHI Identity Shifting Attack (300 questions) | 20 | Feb 26, 2026 | ||
| Graph Out-of-Distribution Detection | Esol MUV ID OOD | 20 | Apr 1, 2026 | ||
| Graph Anomaly Detection | REDDIT-B | 20 | Mar 4, 2026 | ||
| Learning to Defer | ImageNet varying-accuracy synthetic expert (val) | 20 | Feb 26, 2026 |