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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 | SVHN 1000 labels | 39 | Mar 19, 2026 | ||
| Image Classification | CIFAR-10 | 39 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT IF 50 (test) | 39 | Jun 2, 2026 | ||
| Image Classification | iNaturalist 2018 (natural world distribution) | 39 | Feb 26, 2026 | ||
| Image Classification | VTAB v2 (test) |
| 39 |
| Feb 26, 2026 |
| Image Classification | KMNIST | 39 | Jun 23, 2026 |
|---|
| Image Classification | STL to CIFAR standard (test) | 39 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet (val) | 39 | Feb 26, 2026 |
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| Image Classification | OMNIGLOT (test) | 39 | Feb 26, 2026 |
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| Image Classification | Fashion-MNIST (val) | 39 | May 27, 2026 |
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| Medical Image Classification | HAM10000 | 39 | Feb 26, 2026 |
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| Image Classification | ImageNet-1K | 38 | Jun 2, 2026 |
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| Image Classification | ImageNet A, V, R, S (val) | 38 | Mar 18, 2026 |
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| Image Classification | FGVC Aircraft | 38 | May 8, 2026 |
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| Image Classification | CIFAR-100 | 38 | Feb 26, 2026 |
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| Image Classification | CIFAR10 0.1-Dirichlet (test) | 38 | Mar 13, 2026 |
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| Image Classification | ImageNet variants and ObjectNet various (test) | 38 | Mar 10, 2026 |
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| Classification | Flowers102 | 38 | Jun 4, 2026 |
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| Image Classification | tieredImageNet-H (test) | 38 | Feb 26, 2026 |
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| Few-shot Image Classification | CD-FSL 5-way 5-shot (test) | 38 | Mar 6, 2026 |
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| Few-shot Image Classification | CD-FSL 5-way 1-shot (test) | 38 | Mar 6, 2026 |
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| Image Classification | MNIST (test) | 38 | Feb 26, 2026 |
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| Image Classification | PC-MNIST (test) | 38 | Feb 26, 2026 |
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| Image Classification | PC-MNIST (val) | 38 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 | 38 | Feb 26, 2026 |
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