Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1656 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Referring Expression Segmentation | RefCOCO UNC (val) | 20 | Mar 19, 2026 | ||
| Adversarial Robustness | CIFAR-100 LT (test) | 20 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 Long-Tailed (test) | 20 | Feb 26, 2026 | ||
| Image Denoising | EM (test) | 20 | Feb 26, 2026 | ||
| Image Denoising | Chest X-Ray (test) | 20 | Feb 26, 2026 | ||
| Image Denoising | HAM10000 (test) | 20 | Feb 26, 2026 | ||
| Image Denoising | EM 54 (test) | 20 | Feb 26, 2026 | ||
| Image Denoising | Chest X-Ray 53 (test) | 20 | Feb 26, 2026 | ||
| Image Denoising | HAM10000 52 (test) | 20 | Feb 26, 2026 | ||
| OOD Detection | iNaturalist OOD ImageNet-1K | 20 | Feb 26, 2026 | ||
| Embodied Instruction Following | ALFRED seen 1.0 (test) | 20 | Feb 26, 2026 | ||
| Image Classification | ImageNet100-B (test) | 20 | Feb 26, 2026 | ||
| Object Detection | Diverse-Weather Night Rainy (target) | 20 | Mar 18, 2026 | ||
| Violence Detection | XD-Violence frame-level | 20 | Feb 26, 2026 | ||
| Marked Temporal Point Process | StackOverflow (test) | 20 | Mar 13, 2026 | ||
| Patch-Level Classification | BRACS | 20 | Feb 26, 2026 | ||
| Node Classification | Citeseer ADD-0.75 (test) | 20 | Feb 26, 2026 | ||
| Node Classification | Cora ADD-0.75 (test) | 20 | Feb 26, 2026 | ||
| Node Classification | Citeseer ADD-0.5 (test) | 20 | Feb 26, 2026 | ||
| Node Classification | Cora ADD-0.5 (test) | 20 | Feb 26, 2026 | ||
| Node classification | IMDB MAM | 20 | Feb 26, 2026 | ||
| Node classification | IMDB (MDM) | 20 | Feb 26, 2026 | ||
| Node classification | ACM PLP | 20 | Feb 26, 2026 | ||
| Node classification | ACM PAP | 20 | Feb 26, 2026 | ||
| Node classification | Citeseer Dele-0.5 (test) | 20 | Feb 26, 2026 |