Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1329 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Node Classification | Chameleon Undirected (test) | 23 | Feb 26, 2026 | ||
| Node Classification | Squirrel Undirected (test) | 23 | Feb 26, 2026 | ||
| Text-to-Image Retrieval | Sydney (val) | 23 | Apr 30, 2026 | ||
| Text-to-Image Retrieval | UCM (val) | 23 | Apr 30, 2026 | ||
| Image-to-Text Retrieval | Sydney (val) | 23 | Apr 30, 2026 | ||
| Image-to-Text Retrieval | UCM (val) | 23 | Apr 30, 2026 | ||
| Entity Linking | AIDA (testa) | 23 | Feb 27, 2026 | ||
| Semantic Alignment | Caltech-101 (test) | 23 | Feb 26, 2026 | ||
| Image Classification | TissueMNIST USB (test) | 23 | Feb 26, 2026 | ||
| Mathematical Equation Generation | MAWPS (5-fold cross-validation) | 23 | Feb 26, 2026 | ||
| Multimodal Named Entity Recognition | Twitter 2015 | 23 | May 21, 2026 | ||
| Object Detection | Gen1 | 23 | Mar 12, 2026 | ||
| Object Classification | ModelNet40 (Overall) | 23 | Feb 26, 2026 | ||
| Medical Image Segmentation | LIDC-IDRI | 23 | Jun 23, 2026 | ||
| Deepfake Detection | FaceShifter (FSH) (test) | 23 | Feb 26, 2026 | ||
| Image Retrieval | Cars196 standard (test) | 23 | Feb 26, 2026 | ||
| 3D Object Detection | Waymo Open Dataset v1.4 (val) | 23 | Feb 26, 2026 | ||
| Action Segmentation | GTEA | 23 | Feb 26, 2026 | ||
| Hateful Meme Detection | HatefulMemes | 23 | Feb 26, 2026 | ||
| Definition Generation | Oxford | 23 | Feb 26, 2026 | ||
| Definition Generation | WordNet | 23 | Feb 26, 2026 | ||
| Query-focused Summarization | Squality (test) | 23 | Jun 5, 2026 | ||
| Query-focused Summarization | QMSum (test) | 23 | Jun 5, 2026 | ||
| HOI Detection | VidHOI (val) | 23 | Feb 26, 2026 | ||
| Semantic Parsing | COGS (test) | 23 | Jul 1, 2026 |