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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 | CIFAR-100 | 36 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 l=50000 (test) | 36 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 l=50000 (test) | 36 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Dir(0.5) (test) | 36 | Jun 23, 2026 | ||
| Image Classification | PathMNIST v1 (test) | 36 | Feb 26, 2026 | ||
| CIFAR-100 |
| 36 |
| Feb 26, 2026 |
| 3D Image Classification | MedMNIST 3D v2 (test) | 36 | Mar 5, 2026 |
|---|
| Image Classification | STL10-LT (test) | 36 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR100 | 36 | Apr 7, 2026 |
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| Image Classification | CIFAR100 (test) | 36 | Feb 26, 2026 |
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| Image Classification | CIFAR100 Cross-Silo (K=10) α = 0.1 | 36 | Feb 26, 2026 |
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| Image Classification | CIFAR100 Cross-Device (K=100) α = 0.1 | 36 | Feb 26, 2026 |
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| Image Classification | CIFAR10 Cross-Silo (K=10) α = 0.1 | 36 | Feb 26, 2026 |
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| Image Classification | CIFAR10 Cross-Device (K=100) α = 0.1 | 36 | Feb 26, 2026 |
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| Image Classification | ImageIDC (val) | 36 | May 19, 2026 |
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| Medical Image Classification | COVIDx | 36 | Feb 27, 2026 |
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| Image Classification | ImageNet-D | 36 | Apr 2, 2026 |
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| Image Classification | SVHN (test) | 36 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 IDN | 36 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 IDN | 36 | Feb 26, 2026 |
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| Image Classification | EMNIST-L (test) | 36 | Feb 26, 2026 |
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| Few-shot Image Classification | SUN397 | 36 | Mar 12, 2026 |
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| Image Classification | STL-10 | 36 | Feb 26, 2026 |
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| Image Classification | DomainBed v1.0 (test) | 36 | Feb 26, 2026 |
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| Image Classification | ImageNet-10 | 36 | Feb 26, 2026 |
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