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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 | PathMNIST | 45 | Jun 4, 2026 | ||
| Image Classification | ImageNet | 45 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1k 1.0 (val) | 45 | Jun 2, 2026 | ||
| Image Classification | CIFAR100 | 45 | Apr 1, 2026 | ||
| Image Classification | KITTI | 45 | Feb 26, 2026 | ||
| Image Classification |
| ImageNet-1k 1.0 (val) |
| 45 |
| Feb 26, 2026 |
| Image Classification | ImageNet-21K (val) | 45 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR100 without Cutout (test) | 45 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR10 without Cutout (test) | 45 | Feb 26, 2026 |
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| Few-shot Image Classification | CropDiseases CDFSL (test) | 45 | Feb 26, 2026 |
|---|
| Image Classification | Clothing1M 1.0 (test) | 45 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR10 (test) | 45 | Apr 1, 2026 |
|---|
| Image Classification | USPS (test) | 45 | May 20, 2026 |
|---|
| Fine-grained Image Classification | Oxford Flowers 102 | 45 | Jun 23, 2026 |
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| Image Classification | MIT-67 (MIT-Indoor) (test) | 45 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-10 (test) | 44 | Jun 15, 2026 |
|---|
| Multi-class classification | CIFAR-10 LT | 44 | May 25, 2026 |
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| Image Classification | ImageNet | 44 | Jul 3, 2026 |
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| Image Classification | CIFAR-100F | 44 | May 19, 2026 |
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| Image Classification | ImageNet-1K (val) | 44 | May 13, 2026 |
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| Image Classification | MNIST (test) | 44 | May 11, 2026 |
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| Image Classification | Stanford Cars | 44 | May 26, 2026 |
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| Image Classification | ImageNet, Caltech101, DTD, EuroSAT, FGVCAircraft, Food101, OxfordFlowers, OxfordPets, StanfordCars, SUN397, UCF101 1-shot | 44 | Jul 2, 2026 |
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| Image Classification | Seq-Tiny-ImageNet | 44 | Mar 10, 2026 |
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| Medical Image Classification | OrganMNIST3D | 44 | Jun 15, 2026 |
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