Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1270 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Generalized Few-Shot Object Detection | MS-COCO | 24 | Feb 26, 2026 | ||
| Deepfake Attack | FF++ spatial-based (test) | 24 | Feb 26, 2026 | ||
| Multimodal Classification | CeFA (test) | 24 | Feb 26, 2026 | ||
| HDR Reconstruction | Hu | 24 | Feb 26, 2026 | ||
| HDR Reconstruction | Kalantari | 24 | Feb 26, 2026 | ||
| Triplet Association | CholecTriplet 2021 (test) | 24 | Feb 26, 2026 | ||
| Component Detection | CholecTriplet 2021 (test) | 24 | Feb 26, 2026 | ||
| Multi-Object Tracking | MOT17 (val) | 24 | Apr 30, 2026 | ||
| 3D Shape Reconstruction from Planar Cross-sections | 3D Objects (test) | 24 | Feb 26, 2026 | ||
| Novel View Synthesis | Spaces (test) | 24 | Feb 26, 2026 | ||
| Object classification | DBLP | 24 | Feb 26, 2026 | ||
| Object classification | ACM | 24 | Feb 26, 2026 | ||
| Object classification | MAG | 24 | Feb 26, 2026 | ||
| Out-of-Distribution Detection | CIFAR-10 (ID) vs 6 OOD datasets (Textures, SVHN, Place365, LSUN-C, LSUN-R, iSUN) (test) | 24 | Feb 26, 2026 | ||
| Multi-Object Tracking | MOT20 Private detections (test) | 24 | Feb 26, 2026 | ||
| Visual Wake Words Classification | Visual Wake Words (test) | 24 | Jun 17, 2026 | ||
| Single-view 3D face reconstruction | REALY-S side-view | 24 | Feb 26, 2026 | ||
| Depth Super-Resolution | DIML Microsoft Kinect (test) | 24 | Feb 26, 2026 | ||
| 3D Human Reconstruction | THuman 2.0 (test) | 24 | Feb 26, 2026 | ||
| Binary Classification | Melanoma imb. 1:170 (test) | 24 | Feb 26, 2026 | ||
| Binary Imbalanced Classification | CIFAR-10 binary imbalanced, 1:100 ratio (test) | 24 | Feb 26, 2026 | ||
| Predicate Classification (PredCls) | 3DSSG (val) | 24 | Mar 20, 2026 | ||
| Scene Graph Classification (SGCls) | 3DSSG (val) | 24 | Mar 20, 2026 | ||
| Semantic Segmentation | SN-7-TS (test) | 24 | Feb 26, 2026 | ||
| Multi-organ segmentation | Synapse multi-organ | 24 | May 26, 2026 |