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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 2500 labels (test) | 24 | Jun 1, 2026 | ||
| Semi-supervised Long-tailed Image Classification | STL10 LT | 24 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10-LT gamma=150 (test) | 24 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 80% symmetric noise (test) | 24 | Feb 26, 2026 | ||
| Image Classification | ImageNet (val) |
| 24 |
| Feb 26, 2026 |
| Image Classification | ImageNet 10% labels 1.0 (train val) | 24 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet 1% labels 1.0 (train val) | 24 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR10 (test) | 24 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 synthetic label noise (test) | 24 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 synthetic label noise (test) | 24 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 Step-Imbalance | 24 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 | 24 | Feb 26, 2026 |
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| 5-way Few-shot Image Classification | CUB-200 2011 (meta-test) | 24 | Apr 13, 2026 |
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| Image Classification | CIFAR-100 symmetric label noise (test) | 24 | Feb 26, 2026 |
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| Image Classification | Places365-LT | 24 | Feb 26, 2026 |
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| Image Classification | S-Tiny-ImageNet Task-IL | 24 | Feb 26, 2026 |
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| Image Classification | MNIST Permutation-invariant (DW) | 24 | Feb 26, 2026 |
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| Image Classification | Permutation-invariant MNIST (SW) | 24 | Feb 26, 2026 |
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| Multi-label Image Classification | MS-COCO 2014 (test) | 24 | Feb 26, 2026 |
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| Image Classification | iNaturalist 2017 (test) | 24 | Mar 10, 2026 |
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| Image Classification | Colored MNIST (test) | 24 | Feb 26, 2026 |
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| Multi-label Image Classification | MS-COCO (test) | 24 | Feb 26, 2026 |
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| Image Classification | MNIST Split | 24 | Mar 31, 2026 |
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| Image Classification | CIFAR-100 Noisy | 24 | Mar 10, 2026 |
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| Whole Slide Image classification | LBC (test) | 24 | Feb 26, 2026 |
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