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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 |
|---|---|---|---|---|---|
| Image Classification | Terra Incognita (test) | 25 | Feb 26, 2026 | ||
| Image Classification | STL-10 USB (test) | 25 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100-LT IR=100 (test) | 25 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1k (val) | 25 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 epsilon = 8/255 (test) | 25 | Jun 2, 2026 | ||
| Image Classification |
|---|
| CIFAR-100 Clean Labels |
| 25 |
| Feb 26, 2026 |
| Image Classification | ImageNet 1K (val) | 25 | Feb 26, 2026 |
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| Sequential Image Classification | sMNIST | 25 | May 14, 2026 |
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| Image Classification | DomainNet (OOD domains) | 25 | Apr 1, 2026 |
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| Image Classification | Plantae | 25 | Feb 26, 2026 |
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| Image Classification | ImageNet-21K | 25 | May 26, 2026 |
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| Image Classification | CIFAR-10 | 25 | Feb 26, 2026 |
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| Image Classification | CIFAR-10H | 25 | Jun 19, 2026 |
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| Image Classification | ImageNet-1k 2012 (val) | 25 | Feb 26, 2026 |
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| Few-shot Image Classification | ChestX CDFSL (test) | 25 | Feb 26, 2026 |
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| Image Classification | ImageNet 1k (val) | 25 | Feb 26, 2026 |
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| Image Classification | tiered-ImageNet | 25 | Feb 26, 2026 |
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| Image Classification | Fungi | 25 | Mar 4, 2026 |
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| Image Classification | CIFAR-10 (test) | 25 | Feb 26, 2026 |
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| Image Classification | pMNIST (test) | 25 | Apr 29, 2026 |
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| Document Image Classification | RVL-CDIP 1.0 (test) | 25 | Feb 26, 2026 |
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| Image Classification | CUBS | 25 | Feb 26, 2026 |
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| Image Classification | CIFAR-10+ (test) | 25 | Feb 26, 2026 |
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| Multi-label Image Classification | MS-COCO (val) | 25 | Feb 26, 2026 |
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| Image Classification | MNIST to MNIST-M (test) | 25 | Feb 26, 2026 |
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