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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) | 77 | Apr 7, 2026 | ||
| Image Classification | CIFAR-10 | 77 | Apr 7, 2026 | ||
| Image Classification | CIFAR-100-LT IF 100 (test) | 77 | Feb 26, 2026 | ||
| Image Classification | SUN | 77 | Jun 4, 2026 | ||
| Sequential Image Classification | pMNIST (test) |
| 77 |
| Feb 26, 2026 |
| Image Classification | Office-10 + Caltech-10 | 77 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 | 76 | May 15, 2026 |
|---|
| Image Classification | Tiny-ImageNet | 76 | Mar 10, 2026 |
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| Image Classification | Oxford Pets | 76 | Jul 8, 2026 |
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| Image Classification | ImageNet (val) | 76 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 Symmetric Noise (test) | 76 | Feb 26, 2026 |
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| Image Classification | VLCS | 76 | Feb 26, 2026 |
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| Image Classification | CIFAR10 (test) | 76 | Feb 26, 2026 |
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| Image Classification | VisDA-C (test) | 76 | Feb 26, 2026 |
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| Image Classification | ImageNet-1K | 75 | Feb 26, 2026 |
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| Image Classification | ImageNette (val) | 75 | May 19, 2026 |
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| Image Classification | MNIST 5 tasks (test) | 75 | Jun 23, 2026 |
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| Image Classification | Birds | 75 | Apr 29, 2026 |
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| Image Classification | Tiny-ImageNet 1.0 (test) | 75 | Feb 26, 2026 |
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| Image Classification | Red Mini-ImageNet (test) | 75 | Mar 10, 2026 |
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| Image Classification | Oxford-IIIT Pet | 75 | May 5, 2026 |
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| Image Classification | mini-ImageNet (test) | 75 | Feb 26, 2026 |
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| Image Classification | BreastMNIST | 74 | Apr 21, 2026 |
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| Image Classification | iNaturalist | 74 | Apr 28, 2026 |
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| Image Classification | ImageNet-W | 74 | Feb 26, 2026 |
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