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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 | Stanford Cars few-shot | 40 | Jul 8, 2026 | ||
| Image Classification | CIFAR-10-C 1 (test) | 40 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 standard (test) | 40 | Feb 26, 2026 | ||
| Spiking Image Classification | NMNIST bT=1 (test) | 40 | Feb 26, 2026 | ||
| Classification | TissueMNIST | 40 | Jun 23, 2026 | ||
| CIFAR100 (test) |
| 40 |
| Feb 26, 2026 |
| Image Classification | CIFAR10 (test) | 40 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 standard (test) | 40 | Feb 26, 2026 |
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| Image Classification | Masks | 40 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 (test) | 40 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 (test) | 40 | Feb 26, 2026 |
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| Medical Image Classification | ISIC 2018 | 40 | May 27, 2026 |
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| Image Classification | ImageNet-1k 1.0 (val) | 40 | Feb 26, 2026 |
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| Multi-label Image Classification | Pascal VOC 2007 | 40 | Mar 9, 2026 |
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| Image Classification | ISEKAI-pair | 40 | Feb 26, 2026 |
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| Image Classification | ISEKAI-10 | 40 | Feb 26, 2026 |
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| Image Classification | MNIST (test) | 40 | Feb 26, 2026 |
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| Image Classification | MIT Indoor | 40 | Mar 4, 2026 |
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| Image Classification | ImageNet 1K (train val) | 40 | May 26, 2026 |
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| Fine-grained Image Classification | Aircraft (test) | 40 | Feb 26, 2026 |
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| Image Classification | Cross-dataset generalization suite ImageNet to 10 fine-grained datasets | 40 | Feb 26, 2026 |
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| Image Classification | ImageNet-C 1.0 (val) | 40 | Feb 27, 2026 |
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| Image Classification | CIFAR-10-LT λ=100 (test) | 40 | Apr 10, 2026 |
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| Image Classification | ImageNet v1 (val) | 40 | Feb 26, 2026 |
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| Image Classification | ImageNet-1K linear evaluation 1.0 | 40 | Feb 26, 2026 |
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