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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 | CARS196 (test) | 38 | Feb 26, 2026 | ||
| Image Classification | Places 205-way (test) | 38 | Feb 26, 2026 | ||
| Pathology Image Classification | PanNuke (test) | 37 | Jun 9, 2026 | ||
| Pathology Image Classification | WSSS4LUAD (test) | 37 | Jun 9, 2026 | ||
| Pathology Image Classification | NCT-CRC (test) | 37 |
| Jun 9, 2026 |
| Pathology Image Classification | Osteo (test) | 37 | Jun 9, 2026 |
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| Pathology Image Classification | LC-COLON (test) | 37 | Jun 9, 2026 |
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| Pathology Image Classification | LC-LUNG (test) | 37 | Jun 9, 2026 |
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| Pathology Image Classification | SKINTUMOR (test) | 37 | Jun 9, 2026 |
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| Pathology Image Classification | SKINCANCER (test) | 37 | Jun 9, 2026 |
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| Pathology Image Classification | SICAP-MIL (test) | 37 | Jun 9, 2026 |
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| Image Classification | CelebA (test) | 37 | Jul 2, 2026 |
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| Image Classification | CIFAR10-S | 37 | May 4, 2026 |
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| Image Classification | CIFAR-10-C (test) | 37 | Jun 1, 2026 |
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| Neuromorphic Image Classification | DVS-CIFAR10 | 37 | May 15, 2026 |
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| Image Classification | ImageNet source to 10 fine-grained target datasets (test) | 37 | May 12, 2026 |
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| Image Classification | CIFAR100 | 37 | Apr 21, 2026 |
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| Image Classification | CIFAR-100 Dir-0.5 | 37 | Apr 21, 2026 |
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| Image Classification | DomainBed | 37 | Jun 18, 2026 |
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| Medical Image Classification | Kvasir | 37 | May 22, 2026 |
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| Image Classification | CIFAR-10 (IID) | 37 | Feb 26, 2026 |
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| Image Classification | ImageNet-1K 1 (val) | 37 | Feb 26, 2026 |
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| Image Classification | CIFAR10 | 37 | Feb 27, 2026 |
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| Image Classification | ImageNet-1K (val) | 37 | Feb 26, 2026 |
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| Image Classification | ImageNet (val) | 37 | Feb 26, 2026 |
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