Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2098 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Conversational Question Answering | CoQA official (test) | 17 | Feb 26, 2026 | ||
| Clustering | LetterA-J (full) | 17 | Apr 7, 2026 | ||
| Image Deraining | DID-MDN (test) | 17 | Feb 26, 2026 | ||
| Question Answering | SQuAD 2.0 Sep 9, 2018 (test) | 17 | Feb 26, 2026 | ||
| Overlapping Mention Recognition | ACE 2005 (standard) | 17 | Feb 26, 2026 | ||
| Bot Detection | Twitter tweet-level | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | KITTI | 17 | Feb 26, 2026 | ||
| Action Unit Detection | BP4D (3-fold cross val) | 17 | Feb 26, 2026 | ||
| Class conditional image generation | CIFAR-100 (test) | 17 | Feb 26, 2026 | ||
| Graph Classification | REDDIT MULTI | 17 | Feb 26, 2026 | ||
| End-to-End recognition | ICDAR 2015 | 17 | May 19, 2026 | ||
| End-to-End Text Recognition | Total-Text (test) | 17 | Feb 26, 2026 | ||
| Sketch-based image retrieval | Flickr15k (test) | 17 | Feb 26, 2026 | ||
| Natural Language to SQL | WikiSQL (test) | 17 | Feb 26, 2026 | ||
| Semantic Dependency Parsing | SemEval Task 18 Brown corpus OOD 2015 | 17 | Feb 26, 2026 | ||
| Semantic Dependency Parsing | SemEval Task 18 2015 (WSJ ID) | 17 | Feb 26, 2026 | ||
| Link Prediction | UMLS (test) | 17 | Feb 26, 2026 | ||
| Depth Estimation | Make3D (C2 error) | 17 | Feb 26, 2026 | ||
| Hand Gesture Recognition | Jester 1 (test) | 17 | Feb 26, 2026 | ||
| ICD-9 code prediction | MIMIC-III 8922 labels (full) | 17 | Feb 26, 2026 | ||
| 3D Object Detection | SUN-RGBD (val) | 17 | Feb 26, 2026 | ||
| Semantic Part Segmentation | PASCAL-Person-Part (val) | 17 | Feb 26, 2026 | ||
| Image Retrieval | Cars-196 cropped (test) | 17 | Feb 26, 2026 | ||
| Visual Question Answering | CLEVR-Humans (test) | 17 | Feb 26, 2026 | ||
| Ad-hoc Retrieval | ClueWeb-09 Cat-B Topic descriptions (test) | 17 | Feb 26, 2026 |