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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 (val) | 64 | Apr 23, 2026 | ||
| Image Classification | ImageNet-A (val) | 64 | May 14, 2026 | ||
| Image Classification | ImageNet Real 1k (val) | 64 | Feb 26, 2026 | ||
| Image Classification | Imbalanced CIFAR-10 (val) | 64 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 Symmetric Noise (test) | 64 | Feb 26, 2026 | ||
| Image Classification |
|---|
| Tiny ImageNet |
| 63 |
| May 8, 2026 |
| Image Classification | Kvasir | 63 | Jun 24, 2026 |
|---|
| Medical Image Classification | DermaMNIST | 63 | May 27, 2026 |
|---|
| Image Classification | CIFAR-10 | 63 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet-Sketch | 63 | May 29, 2026 |
|---|
| Image Classification | ImageYellow | 63 | May 21, 2026 |
|---|
| Image Classification | ImageMeow | 63 | May 21, 2026 |
|---|
| Image Classification | CIFAR-10 (Forget) | 63 | Apr 10, 2026 |
|---|
| Image Classification | CIFAR100 (test) | 63 | May 12, 2026 |
|---|
| Image Classification | PACS (out-of-domain) | 63 | Feb 26, 2026 |
|---|
| 5-way Few-shot Image Classification | CIFAR-FS (test) | 63 | Jun 24, 2026 |
|---|
| Image Classification | NABirds | 63 | May 18, 2026 |
|---|
| Image Classification | USPS -> MNIST (test) | 63 | Feb 26, 2026 |
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| Image Classification | ImageNet 1k | 62 | Jul 7, 2026 |
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| Image Classification | CIFAR-100 Skewed (test) | 62 | Mar 16, 2026 |
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| Image Classification | FGVC Aircraft | 62 | Jun 23, 2026 |
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| Image Classification | ImageNet (INet) | 62 | May 29, 2026 |
|---|
| Image Classification | Office-Home v1.0 (test) | 62 | Apr 30, 2026 |
|---|
| Image Classification | CIFAR-100-N | 62 | May 28, 2026 |
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| Image Classification | MNIST NN (test) | 62 | Feb 26, 2026 |
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