Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 531 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Class-Incremental Learning | CIFAR100 B0 (20 steps) (test) | 41 | Jul 3, 2026 | ||
| Class-Incremental Learning | CIFAR100-B0 5 steps (test) | 41 | Jul 3, 2026 | ||
| Speech Classification | KS2 | 41 | Jun 1, 2026 | ||
| Point Cloud Generation | ShapeNet Car | 41 | Mar 20, 2026 | ||
| Semantic Segmentation | COCO-20i 1-shot | 41 | Feb 26, 2026 | ||
| Image-text Retrieval | COCO (test) | 41 | Jun 30, 2026 | ||
| Image Dehazing | RESIDE SOTS (outdoor) | 41 | Feb 26, 2026 | ||
| Multi-label Image Classification | BigEarthNet | 41 | Feb 26, 2026 | ||
| Image Classification | Describable Textures | 41 | Feb 26, 2026 | ||
| Image Classification | ImageNet-R Target | 41 | May 8, 2026 | ||
| Text Classification | IMDb (val) | 41 | Feb 26, 2026 | ||
| Trajectory Prediction | HOTEL | 41 | May 26, 2026 | ||
| Composed Image Retrieval | Shoes (test) | 41 | Jun 4, 2026 | ||
| Neural Architecture Search | CIFAR-100 (test) | 41 | Mar 25, 2026 | ||
| Few-shot Classification | mini-ImageNet | 41 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1k (test val) | 41 | Feb 26, 2026 | ||
| Stereo Matching | Inria SLFD | 41 | Feb 26, 2026 | ||
| Depth Estimation | iBims 1 (test) | 41 | Feb 26, 2026 | ||
| Image Classification | MNIST (train) | 41 | May 8, 2026 | ||
| Confidence Calibration | Citeseer | 41 | Jun 9, 2026 | ||
| Binary Classification | CIFAR10 Binary imb. 200 (test) | 41 | Feb 26, 2026 | ||
| Binary Classification | Binary CIFAR100 imbalance ratio 1:200 (test) | 41 | Feb 26, 2026 | ||
| Binary Classification | Binary CIFAR100 (imbalance ratio 1:100) (test) | 41 | Feb 26, 2026 | ||
| Multi-view Stereo Reconstruction | ETH3D (train) | 41 | Apr 20, 2026 | ||
| Scene Flow Estimation | FlyingThings3D | 41 | Jun 2, 2026 |