Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 583 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Human Activity Recognition | HHAR | 39 | Jul 7, 2026 | ||
| Binary Classification | income IC 1995 (test) | 39 | Feb 26, 2026 | ||
| Incremental Learning | CIFAR100 10 steps | 39 | Feb 26, 2026 | ||
| Full-Reference Image Quality Assessment | CSIQ-IQA (test) | 39 | Apr 23, 2026 | ||
| HSI Reconstruction | KAIST 10 scenes (Scene2) | 39 | Feb 26, 2026 | ||
| Handwritten Mathematical Expression Recognition | CROHME 2019 | 39 | Feb 26, 2026 | ||
| Image Classification | SVHN 1000 labels | 39 | Mar 19, 2026 | ||
| Class-Incremental Continual Learning | CIFAR-10 Sequential | 39 | Feb 26, 2026 | ||
| Classification | LRA ListOps N=2000 (test) | 39 | Feb 26, 2026 | ||
| Table Structure Recognition | PubTabNet (val) | 39 | Jun 17, 2026 | ||
| Semantic Segmentation | COCOStuff 164K | 39 | Jun 4, 2026 | ||
| 3D Object Detection | ScanNet v2 (test) | 39 | Apr 20, 2026 | ||
| Lane Detection | CULane | 39 | Feb 26, 2026 | ||
| Semantic Segmentation | Stanford2D3D-Panoramic (SPan) v1 (averaged by 3 folds) | 39 | Feb 26, 2026 | ||
| Simultaneous Speech Translation | MuST-C EN-DE (tst-COMMON) | 39 | Mar 19, 2026 | ||
| Image Classification | CIFAR-10 | 39 | Feb 26, 2026 | ||
| Long-tailed Visual Recognition | iNaturalist 2018 (test) | 39 | Feb 26, 2026 | ||
| Out-of-distribution Detection | ImageNet-1k vs iNaturalist (test) | 39 | Feb 26, 2026 | ||
| Data-to-text evaluation | SFRES | 39 | May 13, 2026 | ||
| Commonsense Generation | CommonGen (test) | 39 | May 11, 2026 | ||
| Scene Graph Detection | VG150 | 39 | Apr 27, 2026 | ||
| Nuclei Instance Segmentation | PanNuke | 39 | Feb 26, 2026 | ||
| Anomaly detection | Hyper-Kvasir | 39 | Feb 26, 2026 | ||
| 5-way Few-shot Classification | tiered-ImageNet | 39 | Feb 26, 2026 | ||
| Feature Attribution Evaluation | ImageNet standard (val) | 39 | Feb 26, 2026 |