Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1277 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Action Phase Classification | Pouring | 24 | Feb 26, 2026 | ||
| Action Phase Classification | IKEA ASM (Background) | 24 | Feb 26, 2026 | ||
| Action Phase Classification | IKEA ASM No Background | 24 | Feb 26, 2026 | ||
| OOD detection | Superconductivity (test) | 24 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) | 24 | Feb 26, 2026 | ||
| Targeted Adversarial Attack | ImageNet 1000 images (val) | 24 | Feb 26, 2026 | ||
| Untargeted Adversarial Attack | ImageNet 1000 images (val) | 24 | Feb 26, 2026 | ||
| Adversarial Robustness | CIFAR100 1000 images (val) | 24 | Feb 26, 2026 | ||
| Adversarial Robustness | CIFAR10 1000 images (test) | 24 | Feb 26, 2026 | ||
| Classification | CIFAR-10 (test) | 24 | Feb 26, 2026 | ||
| Image Classification | ImageNet 10% labels 1.0 (train val) | 24 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1% labels 1.0 (train val) | 24 | Feb 26, 2026 | ||
| Speech Enhancement | VoiceBank-DEMAND Traffic 1.0 (test) | 24 | Feb 26, 2026 | ||
| Speech Enhancement | TIMIT Baby-cry noise | 24 | Feb 26, 2026 | ||
| Speech Enhancement | TIMIT Cafeteria noise | 24 | Feb 26, 2026 | ||
| Speech Enhancement | TIMIT Crowd-party noise | 24 | Feb 26, 2026 | ||
| Speech Enhancement | TIMIT Helicopter noise | 24 | Feb 26, 2026 | ||
| Speech Enhancement | VoiceBank-DEMAND Public square | 24 | Feb 26, 2026 | ||
| Speech Enhancement | VoiceBank-DEMAND Cafe | 24 | Feb 26, 2026 | ||
| Speech Enhancement | VoiceBank-DEMAND Traffic | 24 | Feb 26, 2026 | ||
| Defocus Deblurring | Noisier DPD v1 (simulated noise) (test) | 24 | Feb 26, 2026 | ||
| k-subset selection | BeerAdvocate Taste (val test) | 24 | Feb 26, 2026 | ||
| k-subset selection | Palate aspect data (val) | 24 | Feb 26, 2026 | ||
| k-subset selection | BeerAdvocate Aroma aspect L2X experimental setup (test) | 24 | Feb 26, 2026 | ||
| k-subset selection | Appearance aspect data (val) | 24 | Feb 26, 2026 |