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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-10 | 28 | Feb 26, 2026 | ||
| Image classification | Colored MNIST unbiased (test) | 28 | Feb 26, 2026 | ||
| Image Classification | ImageNet-200 (test) | 28 | Feb 26, 2026 | ||
| Image Classification | ImageNet16-120 (test) | 28 | Apr 2, 2026 | ||
| Image Classification | ImageNet16-120 (val) | 28 | Apr 2, 2026 | ||
| Image Classification |
| CIFAR-100 Long-Tailed (rho=50) (test) |
| 28 |
| May 19, 2026 |
| Image Classification | Aircraft (test) | 28 | Feb 26, 2026 |
|---|
| Few-shot Image Classification | mini-Cars (test) | 28 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100 10000 labels (test) | 28 | Jun 1, 2026 |
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| Image Classification | R-MNIST Domain-IL | 28 | Feb 26, 2026 |
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| Image Classification | P-MNIST Domain-IL | 28 | Feb 26, 2026 |
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| Image Classification | WebVision 1000 | 28 | Feb 26, 2026 |
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| Image Classification | PASCAL VOC 2007 | 28 | Feb 26, 2026 |
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| Few-shot Image Classification | FC100 5-way 5-shot (test) | 28 | Feb 26, 2026 |
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| Few-shot Image Classification | FC100 5-way 1-shot (test) | 28 | Feb 26, 2026 |
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| Image Classification | pixel-by-pixel MNIST (test) | 28 | Feb 27, 2026 |
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| Image Classification | CIFAR-10 (test) | 27 | Jun 25, 2026 |
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| Image Classification | ImageNet | 27 | Jun 25, 2026 |
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| Image Classification | Flower102 | 27 | Jun 23, 2026 |
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| Image Classification | MNIST (train) | 27 | Jun 5, 2026 |
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| Image Classification | MNIST-FMNIST | 27 | Jun 2, 2026 |
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| Image Classification | CIFAR10 | 27 | Jun 2, 2026 |
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| Image Classification | FMNIST ⊥ | 27 | Jun 2, 2026 |
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| Image Classification | MNIST | 27 | Jun 2, 2026 |
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| Image Classification | DTD | 27 | Jun 23, 2026 |
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