Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1678 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| RGB-Infrared Cross-Modality Person Re-Identification | SYSU-MM01 Indoor-Search, Multi-Shot | 20 | Feb 26, 2026 | ||
| Image Reconstruction | Set14 (val) | 20 | Feb 26, 2026 | ||
| Image Reconstruction | Set5 (val) | 20 | Feb 26, 2026 | ||
| Session-based Recommendation | Diginetica (test) | 20 | Feb 26, 2026 | ||
| Turn-level correlation with human Overall Quality ratings | PersonaChat turn-level | 20 | Feb 26, 2026 | ||
| Vision-and-Dialog Navigation | CVDN unseen (test) | 20 | Feb 26, 2026 | ||
| Vision-and-Dialog Navigation | CVDN (val unseen) | 20 | Feb 26, 2026 | ||
| Image Denoising | Set12 Noise Level 50 | 20 | Feb 26, 2026 | ||
| Image Denoising | Set12 Noise Level 25 | 20 | Feb 26, 2026 | ||
| Image Denoising | Set12 Noise Level 15 | 20 | Feb 26, 2026 | ||
| Image Denoising | BSD68 Noise Level 50 | 20 | Feb 26, 2026 | ||
| Image Denoising | BSD68 Noise Level 15 | 20 | Feb 26, 2026 | ||
| Node Classification | DBLP (80% train) | 20 | Feb 26, 2026 | ||
| Class-incremental Learning | SVHN (test) | 20 | Feb 26, 2026 | ||
| Response Selection | Ubuntu v2 (test) | 20 | Feb 26, 2026 | ||
| Interactive Video Object Segmentation | DAVIS 2017 (val) | 20 | Feb 26, 2026 | ||
| Low-light Image Enhancement | Synthetic low-light image dataset without noise | 20 | Feb 26, 2026 | ||
| Low-light image enhancement | Synthetic low-light images with additional noise (test) | 20 | Feb 26, 2026 | ||
| Image Retrieval | CAR | 20 | Feb 26, 2026 | ||
| Generalized Object Detection | PASCAL VOC Split 2 | 20 | Feb 27, 2026 | ||
| Linear Probing | ILSVRC 12 | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | NPM3D | 20 | Feb 26, 2026 | ||
| Question Answering | HotpotQA full wiki (dev) | 20 | Feb 26, 2026 | ||
| 3D Object Detection | KITTI official (test) | 20 | Feb 26, 2026 | ||
| Classification | Con-Text (test) | 20 | Feb 26, 2026 |