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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 | CIFAR-100 50% symmetric label noise | 37 | Apr 23, 2026 | ||
| Pixel-by-pixel image classification | CIFAR-10 sequential (test) | 37 | Feb 26, 2026 | ||
| Image Classification | ImageNet-LT 1.0 (test) | 37 | Feb 27, 2026 | ||
| Image Classification | CIFAR-10-C v1 (test) | 37 | Jun 16, 2026 | ||
| Image Classification | T-ImageNet (test) | 37 | May 27, 2026 |
| Image Classification | ImageCLEF-DA | 37 | Feb 26, 2026 |
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| Hyperspectral Image Classification | Pavia University | 37 | Jun 4, 2026 |
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| Image Classification | ImageNet-100 original (test) | 36 | Jul 9, 2026 |
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| Image Classification | Aircraft | 36 | Jul 1, 2026 |
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| Image Classification | StanfordCars | 36 | Jul 1, 2026 |
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| Image Classification | Pets | 36 | Jul 1, 2026 |
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| Image Classification | ImageNet-C severity level 5, continual setting | 36 | Jun 2, 2026 |
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| Image Classification | ImageNet-C Severity 5 Episodic (val) | 36 | Jun 2, 2026 |
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| Image Classification | ImageNet-1K | 36 | Jun 2, 2026 |
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| Image Classification | ImageWoof ImageNet-1K (test) | 36 | May 21, 2026 |
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| Image Classification | MEDIC subset | 36 | May 15, 2026 |
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| Few-shot Image Classification | AIDER subset simulation | 36 | May 15, 2026 |
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| Image Classification | CIFAR-10 8000 images (test) | 36 | May 12, 2026 |
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| Image Classification | Evaluation suite OOD | 36 | Apr 28, 2026 |
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| Image Classification | Evaluation suite (ID) | 36 | Apr 28, 2026 |
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| Image Classification | CIFAR-10-LTN | 36 | Apr 28, 2026 |
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| Image Classification | CIFAR-10 | 36 | Apr 23, 2026 |
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| Image Classification | CIFAR-100 60% symmetric label noise | 36 | Apr 23, 2026 |
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| Image Classification | ImageNet-1K (val) | 36 | Apr 23, 2026 |
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| Image Classification | Food-101 (test) | 36 | Jun 30, 2026 |
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