Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2084 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Node Classification | PascalVOC-SP LRGB | 17 | Feb 26, 2026 | ||
| Link Prediction | PCQM-Contact LRGB | 17 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT | 17 | Mar 24, 2026 | ||
| Knowledge Graph Reasoning | NELL | 17 | Jun 18, 2026 | ||
| Second-level Implicit Discourse Relation Recognition | CoNLL16 (blind) | 17 | Feb 26, 2026 | ||
| Second-level Implicit Discourse Relation Recognition | CoNLL16 (test) | 17 | Feb 26, 2026 | ||
| Point Cloud Registration | KITTI [30, 40] | 17 | Feb 26, 2026 | ||
| Text-to-image retrieval | NoCaps | 17 | Feb 26, 2026 | ||
| Image-to-text retrieval | NoCaps | 17 | Feb 26, 2026 | ||
| Machine Translation | Flores-101 (val test) | 17 | Feb 26, 2026 | ||
| Style Transfer | MS-COCO (content) + WikiArt (style) (test) | 17 | Feb 26, 2026 | ||
| Natural Language Generation | E2E | 17 | Apr 10, 2026 | ||
| Sentiment Classification | Amazon (test) | 17 | Feb 26, 2026 | ||
| Image Matting | AM-2k (test) | 17 | Jun 26, 2026 | ||
| Intent Classification | MASSIVE (test) | 17 | May 22, 2026 | ||
| Misinformation Detection | LUN | 17 | Feb 26, 2026 | ||
| political perspective detection | SemEval | 17 | Feb 26, 2026 | ||
| Single-sentence video grounding | ActivityNet Captions | 17 | Feb 27, 2026 | ||
| Text-to-SQL | Geoquery | 17 | Feb 26, 2026 | ||
| Image Retrieval | iNaturalist | 17 | Feb 26, 2026 | ||
| Image Retrieval | SOP | 17 | Feb 26, 2026 | ||
| Lip Reading | Tulips1 (test) | 17 | Feb 26, 2026 | ||
| Hand Gesture Recognition | Cambridge Hand Gesture (test) | 17 | Feb 26, 2026 | ||
| End-task Classification | Continual DAP Domain Suite Restaurant, ACL, AI, Phone, Camera, PubMed | 17 | Feb 26, 2026 | ||
| Underwater Image Restoration | RUIE | 17 | Mar 25, 2026 |