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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 coarse (test) | 50 | May 11, 2026 | ||
| Image Classification | ImageNet | 50 | May 14, 2026 | ||
| Image Classification | Tiny-ImageNet 64x64, C=200 (val) | 50 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K 8-shot (test) | 50 | Feb 26, 2026 | ||
| Image Classification | ImageNet-S (test) | 50 | Jun 25, 2026 | ||
| Image Classification |
|---|
| FEMNIST |
| 50 |
| Jul 1, 2026 |
| Image Classification | MNIST (test) | 50 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR100 | 50 | Mar 20, 2026 |
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| Image Classification | Clothing1M | 50 | Jun 11, 2026 |
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| Image Classification | ImageNet-1K (val) | 50 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 (10000 labels) | 50 | Feb 26, 2026 |
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| Image Classification | Aircraft | 50 | Mar 31, 2026 |
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| Fine-grained Image Classification | FGVC-Aircraft | 50 | May 1, 2026 |
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| Permuted Sequential Image Classification | MNIST Permuted Sequential | 50 | Feb 26, 2026 |
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| Image Classification | CIFAR10 (test) | 49 | May 26, 2026 |
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| Image Classification | ImageNet-1K (val) | 49 | Apr 29, 2026 |
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| Image Classification | Fashion-MNIST 50-client (Non-IID) | 49 | Apr 14, 2026 |
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| Image Classification | Fashion-MNIST IID 50-client | 49 | Apr 14, 2026 |
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| Image Classification | ImageNet 1K | 49 | May 21, 2026 |
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| Image Classification | ImageNet-1K (val) | 49 | Jul 3, 2026 |
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| Image Classification | CIFAR100-F fine-grained | 49 | Jun 30, 2026 |
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| Image Classification | CIFAR100 (test) | 49 | Feb 26, 2026 |
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| Zero-shot Image Classification | ImageNet 1K (val) | 49 | Mar 27, 2026 |
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| Image Classification | ImageNet and Distribution Shifts | 49 | Feb 26, 2026 |
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| Image Classification | STL10 gamma_l = 20 long-tail (test) | 49 | May 19, 2026 |
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