Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1124 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Natural Language Understanding | SuperGLUE | 25 | May 15, 2026 | ||
| Hierarchical Text Classification | Web-of-Science (WOS) Depth 2 (test) | 25 | Feb 27, 2026 | ||
| Person Re-Identification | DukeMTMC-reID Market-1501 | 25 | Feb 27, 2026 | ||
| Person Re-Identification | Market-1501 DukeMTMC-reID | 25 | Feb 27, 2026 | ||
| Object Detection | VOC Novel Set 1 | 25 | Feb 27, 2026 | ||
| Novel View Synthesis | Blender 8 views | 25 | Jul 2, 2026 | ||
| Autonomous driving reasoning (cross-view risk object perception, action prediction, and planning) | DriveLM | 25 | Jun 29, 2026 | ||
| Capacitated Vehicle Routing Problem | CVRP500 | 25 | May 26, 2026 | ||
| Spatiotemporal prediction | Moving FMNIST (test) | 25 | Feb 26, 2026 | ||
| Node Classification | Physics | 25 | Feb 26, 2026 | ||
| Node Classification | CS | 25 | Feb 26, 2026 | ||
| Node Classification | PubMed | 25 | Feb 26, 2026 | ||
| Node Classification | CiteSeer | 25 | Feb 26, 2026 | ||
| Node Classification | Cora | 25 | Feb 26, 2026 | ||
| Node Classification | PubMed | 25 | Feb 26, 2026 | ||
| Retrieval | LongMemEval | 25 | Apr 24, 2026 | ||
| Image Editing | PIE Bench | 25 | Mar 31, 2026 | ||
| Time Series Anomaly Detection | MSL | 25 | Jun 23, 2026 | ||
| Video Classification | VGGSound-C unimodal (test) | 25 | Feb 26, 2026 | ||
| General Vision-Language Understanding | MMB | 25 | Feb 26, 2026 | ||
| Abstention | Musiq (test) | 25 | Feb 26, 2026 | ||
| Abstention | Hotpot (test) | 25 | Feb 26, 2026 | ||
| Abstention | PopQA (test) | 25 | Feb 26, 2026 | ||
| Abstention | MusiQ | 25 | Feb 26, 2026 | ||
| Abstention | HotpotQA | 25 | Feb 26, 2026 |