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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Traffic flow prediction | PeMS07 (test) | 58 | Jun 23, 2026 | ||
| Semantic Change Detection | SECOND | 58 | Jun 9, 2026 | ||
| Non-isometric 3D shape matching | SMAL | 58 | Mar 31, 2026 | ||
| Object Detection | Object-CXR | 58 | Feb 27, 2026 | ||
| Abdominal multi-organ segmentation | BTCV | 58 | Mar 16, 2026 | ||
| Multi-step short-term forecasting |
| COVID-19 (test) |
| 58 |
| Feb 26, 2026 |
| Image Classification | Office-Caltech-10 (test) | 58 | May 28, 2026 |
|---|
| Fine-grained Classification | Pets | 58 | Jun 8, 2026 |
|---|
| Novel View Synthesis | Synthetic Dataset (test) | 58 | May 19, 2026 |
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| Gaussian Deblurring | FFHQ 256x256 (val) | 58 | Jun 30, 2026 |
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| Event Prediction | StackOverFlow | 58 | Jun 9, 2026 |
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| Logical Reasoning | StrategyQA | 58 | Feb 26, 2026 |
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| Class-Incremental Learning | CIFAR-100 20 tasks | 58 | Jul 1, 2026 |
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| Micro-expression recognition | SAMM | 58 | Apr 21, 2026 |
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| Image Classification | StanfordCars base-to-new | 58 | Jul 8, 2026 |
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| Text-to-Image Synthesis | MS-COCO 2014 (val) | 58 | Feb 26, 2026 |
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| Classification | Camelyon17 | 58 | Mar 27, 2026 |
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| Out-of-Distribution Detection | ImageNet 1k (test) | 58 | Feb 26, 2026 |
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| Fine-grained Image Classification | CUB-200 (test) | 58 | Jun 23, 2026 |
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| Visual Reasoning | NLVR2 | 58 | Jun 19, 2026 |
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| Point Cloud Completion | ShapeNet-34 (seen categories) | 58 | Mar 24, 2026 |
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| Violence Detection | XD-Violence | 58 | Feb 26, 2026 |
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| Gland Segmentation | GlaS | 58 | Apr 23, 2026 |
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| Point Cloud Classification | ModelNet-C (test) | 58 | Feb 26, 2026 |
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| Time Series Classification | FaceDetection | 58 | Mar 13, 2026 |
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