Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2096 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Classification | CIFAR-100 Symmetry-80% noise (test) | 17 | Feb 26, 2026 | ||
| Node Clustering | DBLP (test) | 17 | Feb 26, 2026 | ||
| Long-term Tracking | VOT LT 2018 (test) | 17 | Feb 26, 2026 | ||
| Image Generation | CelebA 32x32 (test) | 17 | Feb 26, 2026 | ||
| 3D Object Detection | KITTI Pedestrian (val) | 17 | Feb 26, 2026 | ||
| Unoriented normal vector estimation | PCPNet | 17 | Feb 26, 2026 | ||
| Text-to-Video Retrieval | MSR-VTT (1k-B) | 17 | Feb 27, 2026 | ||
| Aspect Polarity Classification | 17 | Feb 26, 2026 | |||
| Collaborative Filtering | ML-20M large (test) | 17 | Feb 26, 2026 | ||
| Image Deblurring | Kodak24 (test) | 17 | Mar 30, 2026 | ||
| Autonomous Driving | CARLA weather town CoRL2017 (test) | 17 | Feb 26, 2026 | ||
| Autonomous Driving | CARLA weather CoRL2017 (train) | 17 | Feb 26, 2026 | ||
| Bird's Eye View 3D Object Detection | KITTI (val1) | 17 | Feb 26, 2026 | ||
| Machine Translation | IWSLT En-Vi 2015 (test) | 17 | Feb 26, 2026 | ||
| Sentiment Triplet Extraction | lap 14 | 17 | Feb 26, 2026 | ||
| Aspect extraction and sentiment classification | 14lap | 17 | Feb 26, 2026 | ||
| Graph Matching | WILLOW-ObjectClass (test) | 17 | Feb 26, 2026 | ||
| Link Prediction | UCI | 17 | May 20, 2026 | ||
| 3D Human Pose Estimation | HumanEva-I Protocol 2 (test) | 17 | Feb 26, 2026 | ||
| Facial expression recognition | OuluCASIA | 17 | Feb 26, 2026 | ||
| Link Prediction | AIRPORT δ = 1 (test) | 17 | Feb 26, 2026 | ||
| Link Prediction | DISEASE δ = 0 (test) | 17 | Feb 26, 2026 | ||
| Instance Segmentation | Pascal SBD 2012 | 17 | Feb 26, 2026 | ||
| Semantic Parsing | WIKITABLEQUESTIONS (test) | 17 | Feb 26, 2026 | ||
| Dependency Parsing | Penn Treebank (PTB) Section 23 v2.2 (test) | 17 | Feb 26, 2026 |