Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1917 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Watermarking | DCAE | 18 | Feb 26, 2026 | ||
| Hierarchical Open-set Classification | SimpleHierImageNet Mixed ID+OOD (test) | 18 | Feb 26, 2026 | ||
| Hierarchical Open-set Classification | SimpleHierImageNet OOD (test) | 18 | Feb 26, 2026 | ||
| Hierarchical Open-set Classification | SimpleHierImageNet ID (test) | 18 | Feb 26, 2026 | ||
| Hierarchical Open-set Classification | iNaturalist Aves Mixed ID+OOD 21 (test) | 18 | Feb 26, 2026 | ||
| Hierarchical Open-set Classification | iNaturalist Aves OOD 21 (test) | 18 | Feb 26, 2026 | ||
| Hierarchical Open-set Classification | iNaturalist Aves ID 21 (test) | 18 | Feb 26, 2026 | ||
| Hierarchical Open-set Classification | iNaturalist Mixed ID+OOD 19 (test) | 18 | Feb 26, 2026 | ||
| Hierarchical Open-set Classification | iNaturalist19 OOD (test) | 18 | Feb 26, 2026 | ||
| Hierarchical Open-set Classification | iNaturalist ID 19 (test) | 18 | Feb 26, 2026 | ||
| Visual Question Answering | RSVQA-LR (test) | 18 | Jul 8, 2026 | ||
| Hallucination Detection | VQA-Med Open-Ended 2019 (test) | 18 | Feb 26, 2026 | ||
| Pose Estimation | SurgPose | 18 | May 26, 2026 | ||
| Multimodal Retrieval-Augmented Generation | CRAG-MM (Overall) | 18 | Feb 26, 2026 | ||
| Depth Estimation | nuScenes (val) | 18 | Mar 31, 2026 | ||
| Novel View Synthesis | SeaThru-NeRF (J.G.-RedSea) | 18 | Apr 7, 2026 | ||
| Novel View Synthesis | SeaThru-NeRF Panama | 18 | Apr 7, 2026 | ||
| 3D Reconstruction | Tanks and Temples (TNT) (test) | 18 | Mar 10, 2026 | ||
| 3D Mesh Generation | Objaverse | 18 | Apr 13, 2026 | ||
| Out-of-Distribution Detection | CIFAR-100-C | 18 | Jun 25, 2026 | ||
| Out-of-Distribution Detection | CIFAR-10-C | 18 | Jun 25, 2026 | ||
| Image Captioning | MSCOCO 500-sample subset (val) | 18 | Feb 26, 2026 | ||
| 10-way Few-shot classification | ModelNet40 | 18 | Feb 26, 2026 | ||
| 5-way Few-shot classification | ModelNet40 | 18 | Feb 26, 2026 | ||
| Vision-language tracking | LaSOT ext | 18 | Feb 26, 2026 |