Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1670 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Retrieval | MS MARCO | 20 | Feb 26, 2026 | ||
| Graph Explanation | TREE-CYCLES | 20 | Feb 26, 2026 | ||
| Graph Explanation | BA-SHAPES | 20 | Feb 26, 2026 | ||
| Graph Explanation | NCI1 | 20 | Feb 26, 2026 | ||
| 6D Object Pose Estimation | T-LESS BOP challenge protocol PrimeSense (test) | 20 | Feb 26, 2026 | ||
| Place Recognition | U.S. | 20 | Feb 26, 2026 | ||
| Object Proposal | COCO (non-VOC) | 20 | Feb 26, 2026 | ||
| Image Inpainting | Places 30k crops of size 512x512 (test) | 20 | Feb 26, 2026 | ||
| Image Generation | LSUN Bedrooms 256x256 (val) | 20 | Mar 19, 2026 | ||
| Mesh Segmentation | Human Body dataset | 20 | Feb 26, 2026 | ||
| Weakly Supervised Object Localization | ImageNet-1K (test) | 20 | Feb 26, 2026 | ||
| Adversarial Attack | ImageNet Adversarially Trained Models | 20 | Feb 26, 2026 | ||
| Adversarial Attack | ImageNet Undefended Models | 20 | Feb 26, 2026 | ||
| Scene Flow Estimation | Waymo Open Dataset (val) | 20 | Mar 17, 2026 | ||
| Video Action Recognition | Kinetics-700 | 20 | Feb 26, 2026 | ||
| Novel View Synthesis | LLFF-NeRF (test) | 20 | Feb 26, 2026 | ||
| Partial-set Unsupervised Domain Adaptation | Office-Home Partial-set 76 | 20 | Feb 26, 2026 | ||
| Anomaly Detection | BrainMRI | 20 | Feb 26, 2026 | ||
| Out-of-distribution detection | Uniform Noise (test) | 20 | May 13, 2026 | ||
| DensePose Estimation | COCO (val) | 20 | Feb 26, 2026 | ||
| Video Prediction | Human3.6M 4 frames -> 4 frames | 20 | Feb 26, 2026 | ||
| 6D Pose Estimation | Homebrewed BOP challenge (test) | 20 | Feb 26, 2026 | ||
| Visual Grounding | ReferCOCO+ v1 (val) | 20 | Feb 26, 2026 | ||
| Vision-and-Language Navigation | VLN-CE 1.0 (val-unseen) | 20 | Feb 26, 2026 | ||
| Vision-and-Language Navigation | VLN-CE 1.0 (val-seen) | 20 | Feb 26, 2026 |