Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1952 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Cancer Subtyping | NSCLC-2 | 18 | Feb 26, 2026 | ||
| Cancer Subtyping | BRACS-7 (official) | 18 | Feb 26, 2026 | ||
| Image-Text Retrieval | MSCOCO | 18 | Feb 26, 2026 | ||
| Image-Text Retrieval | Flickr30K | 18 | Feb 26, 2026 | ||
| Image Classification | 27 image classification datasets average | 18 | Feb 26, 2026 | ||
| Short-term time series forecasting | M3 Quarterly | 18 | Feb 26, 2026 | ||
| Novel View Synthesis | Stanford-ORB 1.0 (test) | 18 | Feb 26, 2026 | ||
| Oriented Object Detection | HRSID (test) | 18 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 0.6-Dirichlet (test) | 18 | Feb 27, 2026 | ||
| Image Classification | CIFAR-100 (test) | 18 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 18 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 (test) | 18 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 18 | Feb 26, 2026 | ||
| Math word problem-solving | GSM8K 200 examples (test) | 18 | Feb 26, 2026 | ||
| Few-shot classification | ImageNetV2 (test) | 18 | Feb 26, 2026 | ||
| Audio Generation | LibriTTS (dev) | 18 | Feb 26, 2026 | ||
| Text-to-Molecule Retrieval | PubChem324k (test) | 18 | Feb 27, 2026 | ||
| Molecule-to-Text Retrieval | PubChem324k (test) | 18 | Feb 27, 2026 | ||
| Speech Processing | Speech Processing Universal PERformance Benchmark (SUPERB) (test) | 18 | Feb 26, 2026 | ||
| Few-shot Segmentation | FSS-1000 (val) | 18 | Feb 26, 2026 | ||
| Table Question Answering | WikiTableQuestions (WTQ) T (original tables) (sampled subset) | 18 | Feb 26, 2026 | ||
| Open-set recognition | CIFAR+50 1.0 (4 closed CIFAR10 classes, 50 open CIFAR100 classes) | 18 | Feb 26, 2026 | ||
| Program Synthesis | VizDoom (test) | 18 | Feb 26, 2026 | ||
| Novel View Synthesis | DyNeRF (test) | 18 | Mar 18, 2026 | ||
| Referring Video Object Segmentation | Ref-YouTube-VOS (test) | 18 | Feb 26, 2026 |