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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 | Aircraft | 28 | Jun 5, 2026 | ||
| Image Classification | C-CIFAR10 official (test) | 28 | Feb 26, 2026 | ||
| Image Classification | CINIC-10 Dir(0.5) (test) | 28 | Feb 26, 2026 | ||
| Image Classification | Fashion-MNIST Dir(0.5) (test) | 28 | Feb 26, 2026 | ||
| Image Classification | Fashion-MNIST under sudden drift and Dir(0.1) 1.0 (test) |
| 28 |
| Feb 26, 2026 |
| Image Classification | CINIC-10 Dir(0.5) | 28 | Feb 26, 2026 |
|---|
| Image Classification | Fashion-MNIST Dir(0.5) | 28 | Feb 26, 2026 |
|---|
| Image Classification | OfficeHome Product | 28 | Jun 23, 2026 |
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| Image Classification | CheXpert 5x200 | 28 | May 26, 2026 |
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| Medical Image Classification | AUITD | 28 | Feb 26, 2026 |
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| Medical Image Classification | COVID (downstream) | 28 | Feb 26, 2026 |
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| Few-shot Image Classification | Aircraft (test) | 28 | Feb 26, 2026 |
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| Image Classification | ImageNet-1K 1.0 (val) | 28 | Feb 26, 2026 |
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| Image Classification | RSSCN7 | 28 | Jun 23, 2026 |
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| Medical Image Classification | APTOS 2019 | 28 | May 27, 2026 |
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| Image Classification | CIFAR10-C unbiased (test) | 28 | Feb 26, 2026 |
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| Long-tailed Image Classification | CIFAR-100-LT Imbalance ratio 50 | 28 | Feb 26, 2026 |
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| Image Classification | ImageNet 1k (source) | 28 | Feb 26, 2026 |
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| Image Classification | PatchCamelyon (test) | 28 | Feb 27, 2026 |
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| Image Classification | CIFAR10 (test) | 28 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 | 28 | Mar 16, 2026 |
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| Fine-grained Image Classification | Flowers102 base-to-new | 28 | Mar 19, 2026 |
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| Few-shot Image Classification | MiniImageNet 5-way 1-shot | 28 | Feb 26, 2026 |
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| Image Classification | ImageNet-1K 1.0 (1% labels) | 28 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 | 28 | Jun 30, 2026 |
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