Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1915 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Structured shape completion | ABC multi | 18 | Feb 26, 2026 | ||
| Deep Clustering | CIFAR-10 | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 18 | Feb 26, 2026 | ||
| Global human motion estimation | EMDB-2 | 18 | May 27, 2026 | ||
| Medical Image Segmentation | KITS17 (test) | 18 | Feb 26, 2026 | ||
| Medical Image Segmentation | CHASEDB (test) | 18 | Feb 26, 2026 | ||
| Medical Image Segmentation | ETIS-PolypDB (test) | 18 | Feb 26, 2026 | ||
| Medical Image Segmentation | Endovis multiclass 17 (test) | 18 | Feb 26, 2026 | ||
| Medical Image Segmentation | Endovis binary 17 (test) | 18 | Feb 26, 2026 | ||
| Video Human Alignment | Multimedia Content Generation Evaluation Set | 18 | Feb 26, 2026 | ||
| Machine Unlearning | Imagenette | 18 | Feb 26, 2026 | ||
| Super-Resolution (x8 scale, BD degradation) | VGTSR 2.0 (test) | 18 | Feb 26, 2026 | ||
| Super-Resolution (x8 scale, BI degradation) | VGTSR 2.0 (test) | 18 | Feb 26, 2026 | ||
| Super-Resolution (x4 scale, BD degradation) | VGTSR 2.0 (test) | 18 | Feb 26, 2026 | ||
| Super-Resolution (x4 scale, BI degradation) | VGTSR 2.0 (test) | 18 | Feb 26, 2026 | ||
| Super-Resolution | VGTSR 2.0 | 18 | Feb 26, 2026 | ||
| Text-to-Image In-Context Learning | T2IFMIT Text-to-Image Fast Mini-ImageNet | 18 | Feb 26, 2026 | ||
| Document Editing | MiLDEBench 1.0 (test) | 18 | Feb 26, 2026 | ||
| Optical Flow | SRFlow (test) | 18 | Feb 27, 2026 | ||
| Novel View Synthesis | Mip-NeRF 360 garden | 18 | Jul 7, 2026 | ||
| Few-shot classification | EuroSAT 5-5 (Unseen classes) | 18 | Feb 26, 2026 | ||
| Few-shot classification | EuroSAT All classes 5-5 | 18 | Feb 26, 2026 | ||
| Image Quality Assessment | Combined Dataset (COM.) (test) | 18 | Feb 26, 2026 | ||
| Image Quality Assessment | LIVE Challenge (LIVEC) (test) | 18 | Feb 26, 2026 | ||
| Object Segmentation | ORSIs-4199 (2199 images) | 18 | Feb 26, 2026 |