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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 |
|---|---|---|---|---|---|
| Motion Control | HumanML3D (test) | 82 | Jun 5, 2026 | ||
| Image Classification | iNaturalist 2021 | 82 | Jul 7, 2026 | ||
| Multivariate Time Series Forecasting | PEMS07 | 82 | Jun 11, 2026 | ||
| Image Classification | CXR14 | 82 | Jun 11, 2026 | ||
| Visual Question Answering | MMVP |
| 82 |
| Jun 1, 2026 |
| Machine Unlearning | TOFU (5%) | 82 | Jun 25, 2026 |
|---|
| Image Classification | CIFAR-100 LT (IF=50) | 82 | Jul 8, 2026 |
|---|
| Visual Question Answering | AI2D (test) | 82 | Jun 2, 2026 |
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| Semantic Segmentation | NYU v2 (val) | 82 | Jun 11, 2026 |
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| Semantic Segmentation | Pascal Context 459 | 82 | Mar 20, 2026 |
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| Image Captioning | TextCaps (test) | 82 | Jun 26, 2026 |
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| Medical Visual Question Answering | SLAKE (test) | 82 | Jun 12, 2026 |
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| Object Detection | MS-COCO 2017 (test) | 82 | Feb 26, 2026 |
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| Image Classification | PatchCamelyon | 82 | Jun 30, 2026 |
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| Image Retrieval | Revisited Paris (RPar) + R1M (Hard) | 82 | Feb 26, 2026 |
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| Polyp Segmentation | Kvasir (test) | 82 | Mar 6, 2026 |
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| Image Dehazing | SOTS Outdoor (test) | 82 | Mar 5, 2026 |
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| Image Classification | CIFAR-100 400 labels | 82 | Apr 24, 2026 |
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| Video Object Segmentation | Davis 2017 | 82 | Apr 2, 2026 |
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| Image Classification | ImageNet-R (val) | 82 | Feb 27, 2026 |
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| Semantic Segmentation | Pascal VOC 15-5 setting 2012 (val) | 82 | Feb 26, 2026 |
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| Image Classification | ImageNet 1000 images (val) | 82 | Feb 26, 2026 |
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| Image Classification | CelebA (test) | 82 | May 28, 2026 |
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| OOD Detection | CIFAR-10 IND iSUN OOD | 82 | Mar 4, 2026 |
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| Image Classification | CIFAR-10 (test) | 82 | Jun 2, 2026 |
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