Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1020 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Open Vocabulary Semantic Segmentation | PASCAL VOC | 27 | May 12, 2026 | ||
| Visual Question Answering | PMC-VQA (test) | 27 | May 12, 2026 | ||
| Image Classification | CIFAR-100-LT (IF=200) | 27 | May 12, 2026 | ||
| Infrared Small Target Detection | NUAA-SIRST | 27 | Feb 26, 2026 | ||
| Object Hallucination Evaluation | MSCOCO CHAIR | 27 | Feb 26, 2026 | ||
| Mathematical Reasoning | GSM | 27 | Feb 26, 2026 | ||
| Anomaly Detection | CAAD-3K Cross-Context (test) | 27 | Feb 26, 2026 | ||
| Temporal Video Grounding | TACoS | 27 | May 26, 2026 | ||
| Discontinuity Set Orientation Estimation | Stope Point-Cloud Dataset (val) | 27 | Feb 26, 2026 | ||
| Abstract Visual Reasoning | ARC-AGI 1 | 27 | Apr 10, 2026 | ||
| Anomaly Localization | DTD | 27 | Mar 23, 2026 | ||
| Multimodal Reasoning | MMBench v1.1 (test) | 27 | Apr 21, 2026 | ||
| Vision-Language Understanding | MMBench cn | 27 | Jun 18, 2026 | ||
| Action Triplet Recognition | CholecT50 | 27 | Feb 26, 2026 | ||
| Visual Spatial Intelligence Reasoning | VSI-Debiased | 27 | Mar 4, 2026 | ||
| Open-Vocabulary Segmentation | Pascal VOC 21 2012 (val) | 27 | Feb 26, 2026 | ||
| Closed-loop planning | NAVSIM v2 | 27 | Jun 5, 2026 | ||
| Text-to-audio | AudioCaps | 27 | Jul 1, 2026 | ||
| Object Hallucination Probing | A-OKVQA (Adversarial split) | 27 | Feb 26, 2026 | ||
| Image Editing | GEdit-EN | 27 | Mar 27, 2026 | ||
| Image Captioning | Flickr8K (test) | 27 | Feb 26, 2026 | ||
| Road Condition Classification | Friction (test) | 27 | Feb 26, 2026 | ||
| Safety Evaluation | Sorry-Bench base | 27 | Feb 26, 2026 | ||
| Visual Question Answering | GQA | 27 | Feb 26, 2026 | ||
| Adversarial Attack | Binary N-MNIST | 27 | Feb 26, 2026 |