Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1328 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| WSI-level retrieval | CAMELYON16 (Public) | 23 | Feb 26, 2026 | ||
| WSI-level retrieval | PANDA (Public) | 23 | Feb 26, 2026 | ||
| WSI-level retrieval | Private-CRC (Internal) | 23 | Feb 26, 2026 | ||
| WSI-level retrieval | Private-Skin (Internal) | 23 | Feb 26, 2026 | ||
| WSI-level retrieval | Private-Liver (Internal) | 23 | Feb 26, 2026 | ||
| WSI-level classification | Private-Breast | 23 | Feb 26, 2026 | ||
| Automatic Speech Recognition | CHiME-4 (test) | 23 | Feb 26, 2026 | ||
| Vision-Language Compositional Reasoning | Winoground 1.0 (test) | 23 | May 22, 2026 | ||
| Video Compression | HEVC Class E (All frames) | 23 | Jun 4, 2026 | ||
| Video Compression | MCL-JCV (All frames) | 23 | Jun 4, 2026 | ||
| Machine Translation | WMT en→ru (test) | 23 | May 26, 2026 | ||
| Chart Question Answering | ChartVQA | 23 | Feb 26, 2026 | ||
| Named Entity Recognition | Cross-domain NER datasets out-of-domain | 23 | Feb 26, 2026 | ||
| Next-item prediction | Beauty (test) | 23 | May 7, 2026 | ||
| Knowledge Editing | MzsRE Edit: EN, Test: EN | 23 | Feb 26, 2026 | ||
| Image Deraining | Rain200L | 23 | May 4, 2026 | ||
| OOD Detection | CIFAR-100 | 23 | Feb 26, 2026 | ||
| Node Classification | Texas heterophilic (test) | 23 | Mar 5, 2026 | ||
| 2-class respiratory sound classification | ICBHI 60-40% split official (test) | 23 | Jun 11, 2026 | ||
| Vision-related Reasoning and Perception | MMBench (test) | 23 | May 19, 2026 | ||
| Multivariate Time Series Forecasting | COVID-19 | 23 | May 12, 2026 | ||
| Semantic Scene Completion | SemanticKITTI 1.0 (test) | 23 | Feb 26, 2026 | ||
| Traveling Salesman Problem | TSP 1000 | 23 | May 26, 2026 | ||
| Image Classification | ImageNet 1K (val) | 23 | Feb 26, 2026 | ||
| Clustering | Jaffe | 23 | Mar 17, 2026 |