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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 | CIFAR10 reversed, gamma_u = 1/100 long-tail (test) | 26 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 uniform, gamma_u = 1 long-tail (test) | 26 | Feb 26, 2026 | ||
| Image Classification | Caltech-UCSD Birds (CUB-200-2011) (test) | 26 | Mar 4, 2026 | ||
| Multi-label Image Classification | MS-COCO | 26 | May 12, 2026 | ||
| Image Classification | ImageNet 1000 (val) |
| 26 |
| Feb 26, 2026 |
| Image classification | ImageNet 9 (val) | 26 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 Symmetry-20% noise (test) | 26 | Feb 26, 2026 |
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| Image Classification | Stanford Cars | 26 | Feb 26, 2026 |
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| Image Classification | Flowers | 26 | Feb 26, 2026 |
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| Low-shot Image Classification | ImageNet base and novel classes (test val) | 26 | Feb 26, 2026 |
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| Image Classification | Office+Caltech C -> D | 26 | Feb 26, 2026 |
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| Image Classification | Office+Caltech C -> W | 26 | Feb 26, 2026 |
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| Image Classification | Office+Caltech C -> A | 26 | Feb 26, 2026 |
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| Image Classification | Office+Caltech W -> D | 26 | Feb 26, 2026 |
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| Image Classification | Office+Caltech A -> C | 26 | Feb 26, 2026 |
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| Image Classification | NORB small (test) | 26 | Feb 26, 2026 |
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| Image Classification | STL (test) | 26 | Mar 11, 2026 |
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| Image Classification | UTKFace (test) | 25 | Jul 8, 2026 |
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| Image Classification | ImageNet V2 | 25 | Jun 8, 2026 |
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| Whole Slide Image Classification | PANDA | 25 | May 7, 2026 |
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| Image Classification | CIFAR-10 (train) | 25 | Jun 2, 2026 |
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| Image Classification | Tiny-ImageNet | 25 | Jun 25, 2026 |
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| Image Classification | ImageNet-R | 25 | Apr 7, 2026 |
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| Image Classification | Tiny-ImageNet | 25 | Apr 7, 2026 |
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| Image Classification | SUN397 | 25 | Mar 18, 2026 |
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