Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1019 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| 4D Spatio-temporal Reasoning | VLM4D | 27 | Mar 31, 2026 | ||
| Video Understanding | Video-Holmes | 27 | Apr 14, 2026 | ||
| Compositional Evaluation | SugarCrepe swap att (test) | 27 | Apr 14, 2026 | ||
| Text-to-Image Generation | T2I-CompBench | 27 | Feb 26, 2026 | ||
| Object Hallucination Evaluation | MSCOCO Popular | 27 | Jun 30, 2026 | ||
| Image Captioning | MSCOCO 1k | 27 | Feb 26, 2026 | ||
| Video Object Segmentation | LVOS | 27 | Feb 26, 2026 | ||
| Promptable Video Object Segmentation | DAVIS 2017 (val) | 27 | Feb 26, 2026 | ||
| Monocular Depth Estimation | SCARED | 27 | Mar 18, 2026 | ||
| Hallucination Detection | VQA v2 | 27 | Feb 26, 2026 | ||
| Hallucination Detection | HaloQuest | 27 | Feb 26, 2026 | ||
| Hallucination Detection | HalLoc-VQA | 27 | Feb 26, 2026 | ||
| Monkeypox Detection | Monkeypox Dataset | 27 | Feb 26, 2026 | ||
| Image Dehazing | NH-Haze (test) | 27 | Jun 5, 2026 | ||
| Image Generation | PRISM-Bench | 27 | May 15, 2026 | ||
| Face Image Quality Assessment | Adience | 27 | May 14, 2026 | ||
| Image Understanding | SEED-Bench image | 27 | Mar 4, 2026 | ||
| Dataset Distillation | ImageWoof (val) | 27 | Feb 26, 2026 | ||
| Video Anomaly Reasoning | Vad-Reasoning-Plus (test) | 27 | Feb 26, 2026 | ||
| Open-ended Question-Answering | Vad-Reasoning-Plus | 27 | Feb 26, 2026 | ||
| Multi-Choice Question Answering | Vad-Reasoning-Plus | 27 | Feb 26, 2026 | ||
| Video Anomaly Reasoning | Video Anomaly Reasoning (test) | 27 | Feb 26, 2026 | ||
| 3D scene graph generation | Replica (room0-office4) | 27 | Feb 26, 2026 | ||
| Person Re-identification | MLR-CUHK03 | 27 | May 29, 2026 | ||
| Out-of-Distribution Detection | ImageNet-1K Far-OOD Average (test) | 27 | Apr 28, 2026 |