Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1497 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Pansharpening | QuickBird (QB) reduced-resolution Wald's protocol (test) | 21 | Feb 26, 2026 | ||
| Anomaly Localization | VisA Few-shot | 21 | Feb 26, 2026 | ||
| Anomaly Detection | VisA Few-shot | 21 | Feb 26, 2026 | ||
| Machine-text detection | RAID-MovieReviews | 21 | Feb 26, 2026 | ||
| Machine-text detection | RAID ArXiv | 21 | Feb 26, 2026 | ||
| Machine-text detection | 21 | Feb 26, 2026 | |||
| Object Hallucination | MSCOCO (test) | 21 | Feb 26, 2026 | ||
| Human-Object Interaction Generation | BEHAVE (test) | 21 | Jun 23, 2026 | ||
| Out-of-distribution detection | OpenOOD Openimage-O v1.5 | 21 | Feb 26, 2026 | ||
| Out-of-distribution detection | OpenOOD Textures v1.5 | 21 | Feb 26, 2026 | ||
| Out-of-distribution detection | OpenOOD iNaturalist v1.5 | 21 | Feb 26, 2026 | ||
| Out-of-distribution detection | OpenOOD NINCO v1.5 | 21 | Feb 26, 2026 | ||
| Out-of-distribution detection | OpenOOD SSB-hard v1.5 | 21 | Feb 26, 2026 | ||
| Multi-choice Video Question Answering | VideoMME | 21 | Mar 18, 2026 | ||
| Multimodal Reasoning | MuirBench | 21 | May 21, 2026 | ||
| Histopathological Image Segmentation | LUAD-HistoSeg | 21 | Jun 19, 2026 | ||
| Denoising | BSD68 sigma=25 (test) | 21 | Mar 31, 2026 | ||
| Depth Estimation | KITTI 2015 | 21 | Feb 26, 2026 | ||
| Embodied Task Planning | VoTa-Bench (Seen) | 21 | Feb 26, 2026 | ||
| Point Cloud Completion | ABC | 21 | Feb 26, 2026 | ||
| Image-Language Understanding | SQA | 21 | Feb 26, 2026 | ||
| Image-Language Understanding | SEEDB | 21 | Feb 26, 2026 | ||
| SGCLS | Action Genome (test) | 21 | Apr 21, 2026 | ||
| Multi-view Depth Estimation | ETH3D | 21 | Mar 27, 2026 | ||
| Temporal Grounding | ActivityNet-CON | 21 | Mar 24, 2026 |