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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 | ICinW 20 datasets 1.0 (test) | 36 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 IF=10 long-tail (test) | 36 | Jun 2, 2026 | ||
| Image Classification | ImageNet-Sketch (Target) | 36 | Mar 4, 2026 | ||
| Few-shot Image Classification | ISIC (test) | 36 | Feb 26, 2026 | ||
| Image Classification | ImageNet fine-tuning original |
| 36 |
| Feb 26, 2026 |
| Image Classification | Omniglot 5-way 1-shot (test) | 36 | Jun 24, 2026 |
|---|
| Image Classification | ImageNet-1K | 36 | Mar 4, 2026 |
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| Image Classification | NICO (test) | 36 | Feb 26, 2026 |
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| Image Classification | Mini-ImageNet (val) | 36 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 Long-Tailed 1.0 (test) | 36 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 Symmetry-50% noise (test) | 36 | Feb 26, 2026 |
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| Image Classification | MURA Fracture | 35 | Jun 30, 2026 |
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| Medical Image Classification | Medical Image Classification 10 datasets avg | 35 | Jun 23, 2026 |
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| Image Classification | CIFAR-100-LT extreme (R-100) (test) | 35 | Jun 23, 2026 |
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| Image Classification | CIFAR-100-LT mild (R-10) (test) | 35 | Jun 23, 2026 |
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| Image Classification | CIFAR-100 | 35 | Jun 23, 2026 |
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| Image Classification | CIFAR-10 | 35 | Jun 23, 2026 |
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| Image Classification | Fashion MNIST | 35 | Jun 11, 2026 |
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| Image Classification | ImageNet-C Severity 3 1.0 | 35 | Jul 2, 2026 |
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| Image Classification | Aggregate of 9 benchmarks (CIFAR10, CIFAR100, EuroSAT, OxfordPet, Flowers102, Food101, SUN397, DTD, Caltech101) Full-data | 35 | May 28, 2026 |
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| Image Classification | Aggregate of 9 benchmarks (CIFAR10, CIFAR100, EuroSAT, OxfordPet, Flowers102, Food101, SUN397, DTD, Caltech101) Few-shot | 35 | May 28, 2026 |
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| Image Classification | Deep-Plant-Disease | 35 | May 1, 2026 |
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| Image Classification | Pl@ntNet300K v2 | 35 | May 1, 2026 |
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| Image Classification | CIFAR10 | 35 | Apr 24, 2026 |
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| Image Classification | CIFAR-10 (test) | 35 | Apr 16, 2026 |
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