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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 (test) | 27 | Feb 26, 2026 | ||
| Image Classification | CINIC-10 under sudden drift and Dir(0.1) 1.0 (test) | 27 | Feb 26, 2026 | ||
| Image Classification | ImageNet 40 classes | 27 | Feb 26, 2026 | ||
| Fine-Grained Image Classification | Stanford Cars | 27 | Jun 2, 2026 | ||
| Image Classification | HAM10000 | 27 |
| Jun 11, 2026 |
| Image Classification | FLUID streaming (test) | 27 | Feb 26, 2026 |
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| Image Classification | AddNIST (test) | 27 | Feb 26, 2026 |
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| Image Classification | ImageNet-O (test) | 27 | Jun 1, 2026 |
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| Image Classification | CIFAR-10 40% asymmetric noise | 27 | Feb 26, 2026 |
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| Image Classification | ImageNet-Adversarial (val) | 27 | Feb 26, 2026 |
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| Image Classification | ImageNet | 27 | Feb 26, 2026 |
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| Image Classification | ImageNet | 27 | Mar 12, 2026 |
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| Image Classification | Aircrafts | 27 | Feb 26, 2026 |
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| Image Classification | S-CIFAR-10 | 27 | Feb 26, 2026 |
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| Image Classification | ImageNet-100 1.0 (val) | 27 | Feb 26, 2026 |
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| Certified Image Classification | MNIST (test) | 27 | Feb 27, 2026 |
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| Image Classification Certified Robustness | MNIST (test) | 27 | Feb 27, 2026 |
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| Image Classification | ColoredMNIST (test) | 27 | Jul 2, 2026 |
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| Image Classification | Flowers | 27 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 Long-Tailed (rho=50) (test) | 27 | May 19, 2026 |
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| Image Classification | CIFAR-10 symmetric label noise (test) | 27 | Feb 26, 2026 |
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| Image Classification | VOC 07 | 27 | Apr 6, 2026 |
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| Image Classification | ImageNet (val) | 27 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 Long Tailed Imbalance Ratio 50 (test) | 27 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 | 27 | Feb 26, 2026 |
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