Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1972 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-10 | 18 | Feb 26, 2026 | ||
| Human Mesh Reconstruction | 3DPW (test) | 18 | Feb 26, 2026 | ||
| 1-way segmentation | COCO-20i | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | VOC 1/16 labeled train 2012 (val) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | VOC 1/8 labeled 2012 (val) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | VOC 1/4 labeled 2012 (val) | 18 | Feb 26, 2026 | ||
| Image Generation | Faces | 18 | Feb 26, 2026 | ||
| Exposure Correction | Combined over and underexposed images 1.0 (test) | 18 | Feb 26, 2026 | ||
| Exposure Correction | Introduced -1 and -1.5 relative EVs 1.0 (test) | 18 | Feb 26, 2026 | ||
| Exposure Correction | Introduced +0, +1, and +1.5 relative EVs 1.0 (test) | 18 | Feb 26, 2026 | ||
| Image Deraining | Rain1200 (test) | 18 | Jun 18, 2026 | ||
| Task-Oriented Dialogue | CamRest676 end-to-end modeling (test) | 18 | Feb 26, 2026 | ||
| Named Entity Disambiguation | MSNBC out-of-domain (test) | 18 | Feb 27, 2026 | ||
| Permuted Sequential Image Classification | PS-MNIST (test) | 18 | Feb 26, 2026 | ||
| Unsupervised Domain Adaptation | Digital Datasets (MNIST, USPS, SVHN, SYN) (test) | 18 | Feb 26, 2026 | ||
| Instance Segmentation | MS COCO (val) | 18 | Jun 26, 2026 | ||
| Out-of-Distribution Detection | CIFAR-100 SVHN in-distribution out-of-distribution standard (test) | 18 | Jun 30, 2026 | ||
| Image Classification | ImageNet-LT Backward Shifted (test) | 18 | Feb 26, 2026 | ||
| 3D Object Tracking | nuScenes v1.0 (test) | 18 | Feb 26, 2026 | ||
| Anomaly Segmentation | Fishyscapes Static v1 (test) | 18 | Feb 26, 2026 | ||
| Anomaly Segmentation | Fishyscapes Lost & Found v1 (test) | 18 | Feb 26, 2026 | ||
| Video Prediction | Kinetics-600 | 18 | Feb 26, 2026 | ||
| Text-to-Video Retrieval | MSR-VTT 1k-Yu (test) | 18 | Feb 26, 2026 | ||
| Multimodal Named Entity Recognition | Snap Res. (test) | 18 | Feb 26, 2026 | ||
| Link Prediction | Facebook (test) | 18 | Feb 26, 2026 |