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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 | Tiny-ImageNet Dir-0.1 | 30 | Mar 13, 2026 | ||
| Image Classification | Tiny-ImageNet Dir-0.5 | 30 | Mar 13, 2026 | ||
| Medical Image Classification | NoduleMNIST3D | 30 | Jun 4, 2026 | ||
| Few-shot Image Classification | miniImageNet original (test) | 30 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1K IPC 50 | 30 | Apr 21, 2026 |
| Image Classification | DTD | 30 | Feb 26, 2026 |
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| Image Classification | Flowers | 30 | Feb 26, 2026 |
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| Image Classification | Landmark | 30 | Feb 26, 2026 |
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| Image Classification | Insects Spider | 30 | Feb 26, 2026 |
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| Medical Image Classification | CheXpert High Non-IID Level | 30 | Feb 26, 2026 |
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| Medical Image Classification | CheXpert Medium Non-IID Level | 30 | Feb 26, 2026 |
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| Medical Image Classification | CheXpert Low Non-IID Level | 30 | Feb 26, 2026 |
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| Image Classification | 11 image recognition datasets (Base classes) | 30 | May 12, 2026 |
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| Image Classification | ImageNet-1K | 30 | Feb 26, 2026 |
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| 5-way Few-shot Image Classification | CIFAR-FS | 30 | Feb 26, 2026 |
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| Image Classification | Landmark (test) | 30 | Feb 26, 2026 |
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| Image Classification | Insects Spider (test) | 30 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 | 30 | Feb 26, 2026 |
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| Medical Image Classification | MedMNIST OrganS (test) | 30 | Feb 26, 2026 |
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| Image Classification | ImageNet-C | 30 | Mar 30, 2026 |
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| Image Classification | CIFAR-10 Imbalance Factor 10 Long-Tailed (test) | 30 | Feb 26, 2026 |
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| Image Classification | UCF-101 | 30 | May 18, 2026 |
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| Image Classification | GTSRB 0.5% BER (test) | 30 | Feb 26, 2026 |
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| Image Classification | GTSRB 1% BER (test) | 30 | Feb 26, 2026 |
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| Image Classification | ImageNet-10 0.5% BER (test) | 30 | Feb 26, 2026 |
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