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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 | 8 vision tasks Average | 53 | May 25, 2026 | ||
| Image Classification | CHMNIST | 53 | Jun 24, 2026 | ||
| Image Classification | Mini-ImageNet | 53 | Jul 1, 2026 | ||
| Image Classification | ImageNet (source) | 53 | Jul 8, 2026 | ||
| Image Classification | ANIMAL-10N |
| 53 |
| Jun 5, 2026 |
| Image Classification | ImageNet 1k (full) | 53 | Mar 13, 2026 |
|---|
| Pixel-level 1-D image classification | Sequential MNIST (test) | 53 | Feb 26, 2026 |
|---|
| Classification | Tiny ImageNet 200 (test) | 53 | May 18, 2026 |
|---|
| Image Classification | CIFAR-10 (test) | 53 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-100 2009 (test) | 53 | Feb 26, 2026 |
|---|
| Fine-grained Image Classification | CUB-200 | 53 | Jun 25, 2026 |
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| Image Classification | STL10 (test) | 53 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet-1K (val) | 52 | Jul 3, 2026 |
|---|
| Image Classification | TinyImageNet | 52 | Jun 4, 2026 |
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| Image Classification | CIFAR-100 coarse | 52 | Jun 1, 2026 |
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| Image Classification | Imagenette | 52 | May 21, 2026 |
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| Image Classification | CIFAR-10 20% uniform noise (test) | 52 | Mar 19, 2026 |
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| Image Classification | ImageSquawk | 52 | May 21, 2026 |
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| Image Classification | ImageNet-1K | 52 | Jun 1, 2026 |
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| Image Classification | Seq-CIFAR-100 | 52 | Mar 10, 2026 |
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| Image Classification | CIFAR-10 Seq | 52 | Mar 10, 2026 |
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| Image Classification | VWW | 52 | Jun 19, 2026 |
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| Image Classification | CIFAR10-C | 52 | Jul 1, 2026 |
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| Image Classification | Country211 | 52 | Jun 8, 2026 |
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| Image Classification | DTD | 52 | May 18, 2026 |
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