Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 461 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| 5-way classification | ChestX BSCD-FSL | 45 | Feb 26, 2026 | ||
| 5-way classification | ISIC BSCD-FSL | 45 | Feb 26, 2026 | ||
| Point Cloud Completion | ShapeNet-34 unseen categories | 45 | Mar 24, 2026 | ||
| Answer Sentence Selection | ASNQ (test) | 45 | Feb 27, 2026 | ||
| Space-Time Video Super-Resolution | GoPro Average (test) | 45 | Apr 21, 2026 | ||
| Image Classification | ImageNet-1k 1.0 (val) | 45 | Feb 26, 2026 | ||
| Super-Resolution | Set14 x4 | 45 | May 19, 2026 | ||
| Image Classification | ImageNet-21K (val) | 45 | Feb 26, 2026 | ||
| Relation Extraction | DocRED official (test) | 45 | Feb 26, 2026 | ||
| Few-shot Classification | Meta-Dataset | 45 | Feb 26, 2026 | ||
| Classification | Wine (test) | 45 | Jul 1, 2026 | ||
| Generalized Few-Shot Object Detection | MS-COCO | 45 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 without Cutout (test) | 45 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 without Cutout (test) | 45 | Feb 26, 2026 | ||
| Object Detection Attack | COCO 500 images 2017 (test) | 45 | Feb 26, 2026 | ||
| Metrics correlation with human judgment | WebNLG challenge 2017 | 45 | Feb 26, 2026 | ||
| Graph Classification | CSL (test) | 45 | Feb 26, 2026 | ||
| Matting | Distinction-646 (test) | 45 | Feb 26, 2026 | ||
| Defocus Deblurring | RTF (test) | 45 | Jul 8, 2026 | ||
| Classification | wine | 45 | Mar 18, 2026 | ||
| Anomaly Detection | SDD (test) | 45 | Mar 31, 2026 | ||
| Multimodal Machine Translation | Multi30k En-De 2017 (test) | 45 | Feb 26, 2026 | ||
| AMR parsing | AMR 3.0 (test) | 45 | Feb 26, 2026 | ||
| Semantic Segmentation | SemanticKITTI single-scan (test) | 45 | Feb 26, 2026 | ||
| Image-text retrieval | Flickr30K (test) | 45 | Jun 30, 2026 |