Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 430 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| 3D Human Pose Estimation | CMU Panoptic (test) | 47 | Jun 8, 2026 | ||
| Anomaly Localization | MVTec AD 1.0 (test) | 47 | Mar 25, 2026 | ||
| Multi-organ segmentation | Synapse | 47 | May 12, 2026 | ||
| Low-light Image Enhancement | VV | 47 | Apr 8, 2026 | ||
| Object Classification | ScanObjectNN PB_T50_RS (test) | 47 | Feb 26, 2026 | ||
| Offline Reinforcement Learning | D4RL antmaze-large (diverse) | 47 | May 15, 2026 | ||
| Offline Reinforcement Learning | D4RL antmaze-large (play) | 47 | Jun 11, 2026 | ||
| Semantic Segmentation | COCO-Stuff-10K (test) | 47 | Feb 26, 2026 | ||
| Referring Expression Comprehension | ReferItGame (test) | 47 | Feb 26, 2026 | ||
| Blind Face Restoration | CelebA (test) | 47 | Mar 4, 2026 | ||
| OOD detection | Textures (OOD) | 47 | Mar 4, 2026 | ||
| Human Mesh Recovery | Human3.6M | 47 | Feb 26, 2026 | ||
| Video Super-Resolution | Vimeo-90K-T BI degradation (test) | 47 | Feb 26, 2026 | ||
| Semi-supervised Domain Adaptation | Office-Home 3-shot | 47 | Feb 26, 2026 | ||
| Dialog State Tracking | MultiWOZ 2.0 (test) | 47 | Feb 26, 2026 | ||
| Abductive Natural Language Inference | aNLI (leaderboard) | 47 | Feb 26, 2026 | ||
| Semantic Image Synthesis | ADE20K (val) | 47 | Feb 26, 2026 | ||
| LiDAR-based Panoptic Segmentation | SemanticKITTI (test) | 47 | Feb 26, 2026 | ||
| Anomaly Detection | MNIST one-class classification | 47 | Feb 26, 2026 | ||
| Video Summarization | TVSum (test) | 47 | Feb 26, 2026 | ||
| Findings Generation | IU-Xray (test) | 47 | Feb 26, 2026 | ||
| Person Search | CUHK-PEDES (test) | 47 | Feb 26, 2026 | ||
| Abstractive Summarization | Multi-News | 47 | Feb 26, 2026 | ||
| Semantic Segmentation | BDD (val) | 47 | Feb 26, 2026 | ||
| Real Image Denoising | SIDD (val) | 47 | Apr 3, 2026 |