Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1333 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Question Answering | RACE MRQA out-of-domain evaluation | 23 | Mar 12, 2026 | ||
| Classification of Procedural Activities | COIN (test) | 23 | Feb 26, 2026 | ||
| Wildlife Species Classification | WILDS-iWildCam ID (test) | 23 | Feb 26, 2026 | ||
| Image Classification | ImageNet-A Target | 23 | May 8, 2026 | ||
| Monocular Depth Estimation | KITTI official (val) | 23 | Mar 10, 2026 | ||
| Fine-grained Image Classification | Oxford 102 Flowers (test) | 23 | Mar 18, 2026 | ||
| Text-to-Video Retrieval | MSRVTT 1K 1.0 (test) | 23 | Feb 26, 2026 | ||
| Anomaly Detection | SMAP | 23 | Feb 26, 2026 | ||
| Video-to-Text Retrieval | ActivityNet (val1) | 23 | Feb 26, 2026 | ||
| Conversational Emotion Cause Extraction | RECCON-DD (test) | 23 | Feb 26, 2026 | ||
| Event Detection | ACE05-E+ (Evaluation) | 23 | Feb 26, 2026 | ||
| Event Detection | ERE | 23 | Feb 26, 2026 | ||
| Classification | LRA Pathfinder N=1024 (test) | 23 | Feb 26, 2026 | ||
| Classification | LRA Image N=1024 (test) | 23 | Feb 26, 2026 | ||
| Camera Tracking | TUM RGB-D fr3/office | 23 | Jun 23, 2026 | ||
| Camera Tracking | TUM RGB-D fr2 xyz | 23 | Jun 23, 2026 | ||
| Camera Tracking | TUM RGB-D fr1 desk | 23 | Jun 23, 2026 | ||
| Semantic Segmentation | COCO 20^i (cross-validation) | 23 | Feb 26, 2026 | ||
| Continual Generalized Zero-Shot Learning | SUN | 23 | Feb 26, 2026 | ||
| Adversarial Detection | CIFAR-10 Clean (test) | 23 | Feb 26, 2026 | ||
| Machine Reading Comprehension | DREAM (test) | 23 | Feb 26, 2026 | ||
| Video Individual Counting | SenseCrowd (test) | 23 | Feb 26, 2026 | ||
| Object Detection | MS-COCO 2014 (minival) | 23 | Feb 26, 2026 | ||
| Out-of-distribution detection | Gaussian Noise (test) | 23 | Jun 19, 2026 | ||
| Trajectory Prediction | JAAD (test) | 23 | Jun 18, 2026 |