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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 | ImageNet 1k | 33 | Apr 28, 2026 | ||
| Image Classification | CIFAR10 Rotation | 33 | Apr 23, 2026 | ||
| Image Classification | ColoredMNIST | 33 | Jul 2, 2026 | ||
| Image Classification | ImageNet | 33 | Apr 1, 2026 | ||
| Image Classification | MNIST LQ-3 partition (test) | 33 | Feb 27, 2026 | ||
| Image Classification |
| MNIST LQ-2 partition (test) |
| 33 |
| Feb 27, 2026 |
| Image Classification | MNIST LQ-1 partition (test) | 33 | Feb 27, 2026 |
|---|
| Image Classification | FMNIST | 33 | Mar 10, 2026 |
|---|
| Image Classification | ImageNet-50 | 33 | Feb 27, 2026 |
|---|
| Image Classification | ImageNet | 33 | Jun 2, 2026 |
|---|
| Image Classification | Vision Datasets 1.0 (test) | 33 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 (LQ-3 partition) | 33 | Feb 27, 2026 |
|---|
| Image Classification | CIFAR-10 (LQ-2 partition) | 33 | Feb 27, 2026 |
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| Image Classification | CIFAR-10 (LQ-1 partition) | 33 | Feb 27, 2026 |
|---|
| Image Classification | CIFAR-10 Dirichlet partition | 33 | Feb 27, 2026 |
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| Classification | 11-Dataset Few-shot Learning Suite 16-shot | 33 | Mar 18, 2026 |
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| Image Classification | ImageNet-O | 33 | Jun 1, 2026 |
|---|
| Image Classification | STL-10 | 33 | Feb 26, 2026 |
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| Image Classification | Caltech 256 | 33 | Apr 23, 2026 |
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| Image Classification | Food101 | 33 | Mar 31, 2026 |
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| Image Classification | OrganCMNIST MedMNIST (test) | 33 | Apr 3, 2026 |
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| Image Classification | CIFAR-100-C (test) | 33 | Jul 7, 2026 |
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| Image Classification | Oxford-IIIT Pets | 33 | May 1, 2026 |
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| Image Classification | Pets | 33 | Feb 27, 2026 |
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| Medical Image Classification | SC (Skin Cancer) (test) | 33 | Feb 26, 2026 |
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