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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 | EUROSAT | 58 | May 22, 2026 | ||
| Image Classification | Flowers102 | 58 | May 26, 2026 | ||
| Image Classification | Office-Caltech-10 (test) | 58 | May 28, 2026 | ||
| Image Classification | StanfordCars base-to-new | 58 | Jul 8, 2026 | ||
| Fine-grained Image Classification | CUB-200 (test) | 58 | Jun 23, 2026 | ||
| DomainNet |
| 58 |
| Feb 26, 2026 |
| Image Classification | ImageNet-R 1.0 (val) | 58 | Feb 27, 2026 |
|---|
| Image Classification | ImageNet (test val) | 58 | Feb 26, 2026 |
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| Image Classification | ImageNet ILSVRC 2012 (val) | 58 | Feb 26, 2026 |
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| Image Classification | MNIST (val) | 58 | May 20, 2026 |
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| Image Classification | ImageNet 1k (train) | 58 | Jun 2, 2026 |
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| Image Classification | Pets (test) | 58 | May 15, 2026 |
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| Image Classification | CIFAR100 Dirichlet-0.6 | 57 | Apr 21, 2026 |
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| Image Classification | CUB200 | 57 | Jun 16, 2026 |
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| Image Classification | COVIDx | 57 | Feb 27, 2026 |
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| Image Classification | Tiny ImageNet | 57 | Feb 27, 2026 |
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| Image Classification | ImageNet-1k 1.0 (val) | 57 | Feb 26, 2026 |
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| Image Classification | ImageNet-1K (fine-tuning) | 57 | Mar 18, 2026 |
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| Image Classification | ImageNet 1k (val) | 57 | Feb 26, 2026 |
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| Image Classification | WebVision (val) | 57 | May 21, 2026 |
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| Image Classification | CIFAR-10 Long Tailed Imbalance Ratio 50 (test) | 57 | Feb 26, 2026 |
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| Low-shot Image Classification | ImageNet 1k (novel classes) | 57 | Feb 26, 2026 |
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| Image Classification | Webvision (test) | 57 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 | 56 | Jul 9, 2026 |
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| Image Classification | Food101 | 56 | Apr 23, 2026 |
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