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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 |
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| Image Classification | ImageNet-C Severity 5 | 43 | May 20, 2026 | ||
| Image Classification | ImageNet-1K (test) | 43 | May 28, 2026 | ||
| Fine-grained Image Classification | Flowers | 43 | Jun 29, 2026 | ||
| Medical Image Classification | ISIC | 43 | May 7, 2026 | ||
| Image Classification | CIFAR-10N (test) | 43 | May 12, 2026 |
| Image Classification | ImageNet V2 (val) | 43 | Feb 26, 2026 |
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| Image Classification | ObjectNet (test) | 43 | Feb 26, 2026 |
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| Image Classification | ISIC 2019 (test) | 43 | Feb 26, 2026 |
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| Image Classification | ImageNet-Rendition (IN-R) (test) | 43 | Feb 27, 2026 |
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| Image Classification | ImageNet Real 1.0 (val) | 43 | Feb 26, 2026 |
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| Image Classification | ImageNet 1k (val) | 43 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 Standard data augmentation (test) | 43 | Feb 26, 2026 |
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| Medical Image Classification | Covid (test) | 43 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 (test) | 42 | Jun 30, 2026 |
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| Image Classification | CIFAR-100 (test) | 42 | Jun 30, 2026 |
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| Image Classification | DomainNet fine-grained | 42 | Jun 30, 2026 |
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| Image Classification | Tiny-ImageNet fine-grained | 42 | Jun 30, 2026 |
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| Image Classification | CIFAR-10 fine-grained | 42 | Jun 30, 2026 |
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| Image Classification | DomainNet fine-grained (test) | 42 | Jun 30, 2026 |
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| Image Classification | Tiny-ImageNet fine-grained (test) | 42 | Jun 30, 2026 |
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| Image Classification | CIFAR-100 fine-grained (test) | 42 | Jun 30, 2026 |
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| Image Classification | CIFAR-10 fine-grained (test) | 42 | Jun 30, 2026 |
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| Image Classification | CLIP-ViT TA8 | 42 | Jun 8, 2026 |
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| Image Classification | TinyImageNet | 42 | May 28, 2026 |
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| Image Classification | CIFAR-10 | 42 | May 28, 2026 |
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