Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1024 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| New Intent Discovery | StackOverflow | 27 | Jun 2, 2026 | ||
| Image Classification | ImageNet 16 (test) | 27 | Feb 26, 2026 | ||
| Backdoor Attack | SVHN | 27 | Jun 1, 2026 | ||
| Semantic Segmentation | ADE20K 164K (val) | 27 | Feb 26, 2026 | ||
| Lightweight Image Super-Resolution | Urban100 | 27 | Feb 26, 2026 | ||
| Lightweight Image Super-Resolution | B100 | 27 | Feb 26, 2026 | ||
| Object Hallucination Mitigation | MSCOCO 2014 (val) | 27 | Feb 26, 2026 | ||
| Texture Classification | DTD | 27 | May 8, 2026 | ||
| Semantic Segmentation | ScanNet (novel views) | 27 | Jun 9, 2026 | ||
| Training Data Provenance Verification | CIFAR10 | 27 | Feb 26, 2026 | ||
| Gaussian color image denoising | McMaster | 27 | Feb 26, 2026 | ||
| Gaussian color image denoising | Urban100 | 27 | Feb 26, 2026 | ||
| Gaussian color image denoising | Kodak24 | 27 | Feb 26, 2026 | ||
| Gaussian color image denoising | CBSD68 | 27 | Feb 26, 2026 | ||
| Classification | Infarction 10% labels | 27 | Feb 27, 2026 | ||
| Classification | Infarction 1% labels | 27 | Feb 27, 2026 | ||
| Classification | CAD 10% labels | 27 | Feb 27, 2026 | ||
| Classification | CAD 1% labels | 27 | Feb 27, 2026 | ||
| Classification | DVM 10% labels | 27 | Feb 27, 2026 | ||
| Classification | DVM 1% labels | 27 | Feb 27, 2026 | ||
| Knowledge Editing | ZsRE 10,000 facts | 27 | Feb 26, 2026 | ||
| Knowledge Editing | Counterfact 10,000 facts | 27 | Feb 26, 2026 | ||
| Image Deblurring | UHD-Blur (test) | 27 | Mar 4, 2026 | ||
| Single-Hop Knowledge Graph Question Answering | Simple Questions | 27 | Jun 2, 2026 | ||
| Class-Incremental Learning | TinyImageNet 10 steps 100 base classes (test) | 27 | May 20, 2026 |