Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1976 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | SYNTHIA to Cityscapes 7 classes (val) | 18 | Feb 26, 2026 | ||
| Person Re-Identification | CUHK03 Labeled NP (test) | 18 | Feb 26, 2026 | ||
| Visual Object Tracking | TB50 (test) | 18 | Feb 26, 2026 | ||
| Action Recognition | EGTEA Gaze+ | 18 | Feb 27, 2026 | ||
| Hand Gesture Recognition | DHG 28 gestures | 18 | Feb 26, 2026 | ||
| Hand Gesture Recognition | DHG 14 gestures | 18 | Feb 26, 2026 | ||
| Descriptor matching | 3DMatch Rotated | 18 | Feb 26, 2026 | ||
| Sequential Recommendation | GoodReads Comics | 18 | May 11, 2026 | ||
| Sequential Recommendation | GoodReads Children | 18 | May 11, 2026 | ||
| Few-shot classification | miniImageNet 5-way (test) | 18 | Feb 26, 2026 | ||
| Abstractive Summarization | How2 (test) | 18 | Feb 26, 2026 | ||
| 3D Object Detection | SUN RGB-D v1 (test) | 18 | Feb 26, 2026 | ||
| Aspect term-polarity pair extraction | Twitter ST (test) | 18 | Feb 26, 2026 | ||
| Multimodal Sentiment Analysis | CMU-MOSEI Unaligned (test) | 18 | Feb 26, 2026 | ||
| Traffic Speed Forecasting | METR-LA 15 min (test) | 18 | May 15, 2026 | ||
| Action Recognition | HMDB-51 (test) | 18 | Feb 26, 2026 | ||
| Graph Classification | Tox21 MoleculeNet (random train val test) | 18 | Feb 26, 2026 | ||
| Machine Translation | NIST Chinese-English MT03-MT06 (test) | 18 | Feb 26, 2026 | ||
| 5-way Few-shot Image Classification | tieredImageNet 1-shot (meta-test) | 18 | Feb 26, 2026 | ||
| Multi-Object Tracking and Segmentation | KITTI MOTS (val) | 18 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 full (test) | 18 | Feb 26, 2026 | ||
| Visual Localization | CMU Seasons (suburban) | 18 | Feb 27, 2026 | ||
| Action Recognition | JHMDB Mean over 3 splits | 18 | Feb 26, 2026 | ||
| Facial Expression Recognition | SFEW (val) | 18 | Feb 26, 2026 | ||
| Video Object Segmentation | YouTube-Objects (full) | 18 | Feb 26, 2026 |