Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1413 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Paraphrase Generation | QQP (test) | 22 | Feb 26, 2026 | ||
| Action Classification | Epic-Kitchens-100 | 22 | Feb 26, 2026 | ||
| Action Localization | Epic-Kitchens-100 | 22 | Feb 26, 2026 | ||
| Sentiment Classification | Yelp (OOD) | 22 | Feb 26, 2026 | ||
| Relation Classification | FewRel (test) | 22 | Feb 26, 2026 | ||
| Relation Classification | Wiki ZSL (test) | 22 | Feb 26, 2026 | ||
| 4D Panoptic LiDAR Segmentation | SemanticKITTI (test) | 22 | Feb 26, 2026 | ||
| Referring Video Object Segmentation | Ref-Youtube-VOS 2019 (test) | 22 | Feb 26, 2026 | ||
| Image Inpainting | Urban100 (test) | 22 | Mar 5, 2026 | ||
| Salient Object Detection | DUT-OMRON 5168 (test) | 22 | Feb 26, 2026 | ||
| Instance Segmentation | SBD (val) | 22 | Feb 26, 2026 | ||
| End-to-end Dialogue Modelling | MultiWOZ 2.0 (test) | 22 | Feb 26, 2026 | ||
| Image Classification | R-MNIST | 22 | Feb 26, 2026 | ||
| Image Classification | P-MNIST | 22 | Feb 26, 2026 | ||
| Object Recognition | Washington RGB-D Object Dataset | 22 | Feb 26, 2026 | ||
| Image Classification | M(CIFAR100-20, F-CelebA) Overall | 22 | Feb 26, 2026 | ||
| Image Classification | M(EMNIST-20, F-EMNIST) | 22 | Feb 26, 2026 | ||
| Image Classification | M(CIFAR100-10, F-CelebA) (Overall) | 22 | Feb 26, 2026 | ||
| Image Classification | M(EMNIST-10, F-EMNIST) Overall | 22 | Feb 26, 2026 | ||
| Depth Estimation | KITTI public benchmark official (test) | 22 | Feb 26, 2026 | ||
| Vehicle Detection | Waymo Open Dataset LEVEL_2 v1.2 (val) | 22 | Feb 26, 2026 | ||
| Semantic Parsing | CFQ MCD avg | 22 | Feb 26, 2026 | ||
| Traffic forecasting | PeMS (Average of PeMSD3, PeMSD4, PeMSD7, PeMSD8, PeMSD7(M), PeMSD7(L)) v1 (test) | 22 | Feb 26, 2026 | ||
| Classification | AWA2 (test) | 22 | Feb 26, 2026 | ||
| Few-shot image classification | MiniImageNet ILSVRC-2012 (test) | 22 | Feb 26, 2026 |