Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 976 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Threshold calibration for link prediction | CoDEx-m | 28 | Feb 26, 2026 | ||
| Threshold calibration for link prediction | CoDEx-s | 28 | Feb 26, 2026 | ||
| Single Object Tracking | FE108 (test) | 28 | Feb 26, 2026 | ||
| Multi-Camera Multi-Object Tracking | Wildtrack | 28 | Feb 26, 2026 | ||
| Domain Generalization | PACS, VLCS, OfficeHome, and DomainNet (test) | 28 | Feb 26, 2026 | ||
| 3D Lane Detection | OpenLane 1.0 (test) | 28 | Mar 23, 2026 | ||
| Irregularly Sampled Time Series Forecasting | Physionet 12 (test) | 28 | Feb 26, 2026 | ||
| Medical Image Classification | APTOS 2019 | 28 | May 27, 2026 | ||
| Image Classification | CIFAR10-C unbiased (test) | 28 | Feb 26, 2026 | ||
| Vectorized HD Map Construction | nuScenes (val) | 28 | Feb 26, 2026 | ||
| Visual Question Answering (Multi-choice) | A-OKVQA (test) | 28 | Apr 2, 2026 | ||
| Face Verification | CelebA-HQ | 28 | May 20, 2026 | ||
| Video Polyp Segmentation | SUN-SEG Hard (test) | 28 | Feb 26, 2026 | ||
| Video Polyp Segmentation | SUN-SEG Easy (test) | 28 | Feb 26, 2026 | ||
| Dialog State Tracking | SpokenWoz (test) | 28 | Feb 26, 2026 | ||
| Machine Translation | WMT newstest (test) | 28 | Feb 26, 2026 | ||
| Grayscale JPEG compression artifact removal | BSD500 | 28 | Feb 26, 2026 | ||
| Event Prediction | Retweet | 28 | May 19, 2026 | ||
| Long-tailed Image Classification | CIFAR-100-LT Imbalance ratio 50 | 28 | Feb 26, 2026 | ||
| Reinforcement Learning | MuJoCo Half-Cheetah | 28 | Mar 12, 2026 | ||
| Keyphrase extraction | NUS | 28 | May 4, 2026 | ||
| Keyphrase extraction | DUC 2001 | 28 | May 4, 2026 | ||
| 5-way 1-shot Few-Shot Classification | BSCD-FSL Suite (ChestX, ISIC, EuroSAT, CropDisease, CUB, Cars, Places, Plantae) 1.0 (test) | 28 | May 13, 2026 | ||
| Speech Emotion Recognition | IEMOCAP (test) | 28 | Jun 15, 2026 | ||
| Nuclei Instance Segmentation | CoNSeP | 28 | Feb 26, 2026 |