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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 | AwA2 clipart (ID) | 24 | Feb 26, 2026 | ||
| Image Classification | CUB-Painting (OOD) | 24 | Feb 26, 2026 | ||
| Image Classification | CUB Painting (ID) | 24 | Feb 26, 2026 | ||
| Image Classification | Combined Classification Suite Average | 24 | Feb 26, 2026 | ||
| Biomedical Image Classification | OpenSRH 1.0 (test) | 24 | Feb 26, 2026 | ||
| Image Classification |
|---|
| CIFAR-100 VTAB-1K |
| 24 |
| Feb 26, 2026 |
| Image Classification | STL-10 OOD | 24 | Mar 13, 2026 |
|---|
| Image Classification | CIFAR-10 standard (test) | 24 | Feb 26, 2026 |
|---|
| Image Classification | Fitzpatrick17k | 24 | Feb 26, 2026 |
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| Medical Image Classification | Chest Xray | 24 | May 7, 2026 |
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| Image Classification | CIFAR10 (test) | 24 | Feb 26, 2026 |
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| Zero-shot Image Classification | ImageNet (val) | 24 | Feb 26, 2026 |
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| Image Classification | Tiny-ImageNet Clean | 24 | Jun 23, 2026 |
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| Image Classification | Food-101 (val) | 24 | Apr 3, 2026 |
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| Image Classification | CIFAR-100 pre-trained on CIFAR-10 (test) | 24 | Feb 26, 2026 |
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| Fine-grained Image Classification | Oxford Flowers (test) | 24 | Feb 26, 2026 |
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| Image Classification | TinyImageNet (test) | 24 | Feb 26, 2026 |
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| Image Classification | Pascal VOC low-shot 2007 | 24 | Feb 26, 2026 |
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| Image Classification | ImageNet Subset | 24 | Mar 5, 2026 |
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| Image Classification | ImageNet-C | 24 | Mar 4, 2026 |
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| Image Classification | CIFAR-100 (test) | 24 | Feb 26, 2026 |
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| Image Classification | N-Caltech-101 | 24 | May 15, 2026 |
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| Image Classification | ImageNet-1k 1.0 (test val) | 24 | Feb 26, 2026 |
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| Fine-grained Image Classification | Aircrafts 1.0 (val) | 24 | Feb 26, 2026 |
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| Fine-grained Image Classification | Birds 1.0 (val) | 24 | Feb 26, 2026 |
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