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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 | STL-10 Clean (test) | 33 | Feb 26, 2026 | ||
| Image Classification | CelebA and CelebA-CF | 32 | Jul 9, 2026 | ||
| Image Classification | reduced-scale ImageNet-1K (test) | 32 | Jun 24, 2026 | ||
| Image Classification | ImageNet-1K (val) | 32 | Jun 16, 2026 | ||
| Image Classification | STL10 LT | 32 | Jun 16, 2026 | ||
| Image Classification |
| CIFAR100 LT |
| 32 |
| Jun 16, 2026 |
| Image Classification | CIFAR-10 | 32 | Jun 9, 2026 |
|---|
| Image Classification | SynDigits-LT gamma=10 | 32 | Jun 4, 2026 |
|---|
| Image Classification and Calibration | CRC-100K 8-class | 32 | May 19, 2026 |
|---|
| Image Classification | Oxford Flowers 102 | 32 | Jun 23, 2026 |
|---|
| Hyperspectral Image Classification | Qingyun (test) | 32 | Jun 2, 2026 |
|---|
| Medical Image Classification | RetinaMNIST | 32 | May 27, 2026 |
|---|
| Image Classification | Oxford-IIIT | 32 | Apr 14, 2026 |
|---|
| Image Classification | ImageNet-1k | 32 | Apr 15, 2026 |
|---|
| Image Classification | MNIST (test) | 32 | Jun 9, 2026 |
|---|
| Image Classification | OxfordPet few-shot | 32 | Mar 12, 2026 |
|---|
| Image Classification | MNIST few-shot | 32 | Mar 12, 2026 |
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| Image Classification | Food few-shot | 32 | Mar 12, 2026 |
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| Image Classification | Flowers few-shot | 32 | Mar 12, 2026 |
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| Image Classification | EuroSAT few-shot | 32 | Mar 12, 2026 |
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| Image Classification | CIFAR100 few-shot | 32 | Mar 12, 2026 |
|---|
| Image Classification | Caltech101 few-shot | 32 | Mar 12, 2026 |
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| Image Classification | CIFAR100 | 32 | Mar 6, 2026 |
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| Image Classification | CIFAR-10 | 32 | Mar 4, 2026 |
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| Image Classification | Generic Image Dataset 224x224 | 32 | Mar 4, 2026 |
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