Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1093 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| N-way K-shot classification | mini-ImageNet (test) | 26 | Feb 26, 2026 | ||
| Table-based Fact Verification | TabFact small 1.0 (test) | 26 | Feb 26, 2026 | ||
| Pedestrian Attribute Recognition | PETA existing vs. zero-shot (multiple) | 26 | Apr 30, 2026 | ||
| Shadow Removal | SRD (test) | 26 | Apr 6, 2026 | ||
| Long-term Visual Tracking | OxUvALT (test) | 26 | Feb 26, 2026 | ||
| Class-incremental learning | Split CIFAR-10 | 26 | Feb 26, 2026 | ||
| Face Alignment | AFLW Frontal 19 landmarks (test) | 26 | Feb 27, 2026 | ||
| Supervised Graph Classification | CORA | 26 | Feb 26, 2026 | ||
| Instance Segmentation | MS COCO novel classes val5k (minival) | 26 | Feb 27, 2026 | ||
| Certified Robustness | CIFAR-10 (test) | 26 | Jun 4, 2026 | ||
| Anomaly Detection | DIOR | 26 | Feb 26, 2026 | ||
| Classification | CUB-200 unseen (test) | 26 | Feb 26, 2026 | ||
| Scene Text Recognition | IC15 2077 (test) | 26 | Feb 26, 2026 | ||
| Graph classification | PTC MM | 26 | Feb 26, 2026 | ||
| Graph classification | PTC FR | 26 | Feb 26, 2026 | ||
| Graph classification | REDDIT-5K | 26 | Feb 26, 2026 | ||
| Aspect extraction and sentiment classification | res 14 | 26 | Feb 26, 2026 | ||
| Classification | ImageCLEF 2014 (test) | 26 | Feb 26, 2026 | ||
| Common Sense Reasoning | WSC273 | 26 | Feb 26, 2026 | ||
| Node Classification | PubMed 0.3% labels | 26 | Feb 26, 2026 | ||
| Entity Linking | CWEB (test) | 26 | Feb 26, 2026 | ||
| In-shop clothing retrieval | DeepFashion in-shop | 26 | Feb 26, 2026 | ||
| Near-duplicate video retrieval | CC_WEB_VIDEO Standard | 26 | Feb 26, 2026 | ||
| Hand Gesture Recognition | SHREC 28 Gestures '17 | 26 | Feb 26, 2026 | ||
| Subspace Clustering | Extended Yale B 10 subjects | 26 | Feb 26, 2026 |