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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 | DermaMNIST | 62 | Jun 24, 2026 | ||
| Image Classification | CelebA | 62 | Jun 2, 2026 | ||
| Image Classification | CIFAR-10 4,000 labels (test) | 62 | Jun 1, 2026 | ||
| Image Classification | Permuted MNIST T=784 (test) | 62 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100-LT Imbalance Ratio 100 (test) |
| 62 |
| Feb 26, 2026 |
| Image Classification | CIFAR-100 Imbalance Ratio LT-50 (test) | 62 | Feb 26, 2026 |
|---|
| Medical Image Classification | PathMNIST | 61 | Jun 23, 2026 |
|---|
| Image Classification | MNIST (test) | 61 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 (test) | 61 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 VGG-11 (test) | 61 | Feb 26, 2026 |
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| Image Classification | CIFAR-10-C (test) | 61 | Jun 23, 2026 |
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| Image Classification | CIFAR-100 synthetic noise (test) | 61 | Feb 26, 2026 |
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| Image Classification | CIFAR-100-LT (Imbalance Ratio 50) | 61 | Feb 26, 2026 |
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| Image Classification | miniImageNet standard (test) | 61 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 Split | 61 | Feb 26, 2026 |
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| Image Classification | Fine-Grained iNat-21, SUN, Aircraft, CUB, CIFAR-10 | 60 | Jun 4, 2026 |
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| Image Classification | PathMNIST | 60 | Jun 2, 2026 |
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| Image Classification | ImageNet-1k | 60 | Jul 7, 2026 |
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| Image Classification | CIFAR-100 LTN | 60 | May 25, 2026 |
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| Image Classification | MetaShift (test) | 60 | Jul 8, 2026 |
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| Image Classification | CIFAR-10 standard (test) | 60 | Feb 26, 2026 |
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| Image Classification | RSC11 | 60 | Jun 23, 2026 |
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| Image Classification | OPTIMAL-31 | 60 | Jun 23, 2026 |
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| Image Classification | MLRSNet | 60 | Jun 23, 2026 |
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| Image Classification | RSI-CB256 | 60 | Jun 23, 2026 |
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