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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 |
|---|---|---|---|---|---|
| Federated Image Classification | CIFAR-100 and CIFAR-100-C brightness (test) | 33 | Feb 26, 2026 | ||
| Medical Image Classification | RetinaMNIST v2 (test) | 33 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1K (val) | 33 | Feb 26, 2026 | ||
| Few-shot Image Classification | StanfordCars | 33 | Jun 5, 2026 | ||
| Image Classification |
|---|
| CIFAR-10 |
| 33 |
| Mar 10, 2026 |
| Image Classification | EMNIST Letters 4 (test) | 33 | Feb 26, 2026 |
|---|
| Image Classification | Original MNIST 17 (test) | 33 | Feb 26, 2026 |
|---|
| Image Classification | ImageCLEF (test) | 33 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 | 33 | Feb 26, 2026 |
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| Image Classification | CIFAR-10.1 | 33 | Feb 26, 2026 |
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| Image Classification | iNaturalist 2018 (All) | 33 | Feb 27, 2026 |
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| Image Classification | CIFAR-10 (test) | 33 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 non-IID s=2 | 33 | May 29, 2026 |
|---|
| Image Classification | WebVision 50 (val) | 33 | Feb 26, 2026 |
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| Image Classification | MIT67 | 33 | Feb 26, 2026 |
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| Image Classification | ImageNet 1% labels 1.0 (val) | 33 | Feb 26, 2026 |
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| Image Classification | CompCars Web (test) | 33 | Feb 26, 2026 |
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| Image Classification | S-CIFAR-10 Task-IL | 33 | Feb 26, 2026 |
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| Image Classification | STL10 (val) | 33 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 Sym-20% (test) | 33 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 | 33 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 Asymmetric Noise (test) | 33 | Feb 26, 2026 |
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| Image Classification | SVHN to MNIST standard (test) | 33 | Feb 26, 2026 |
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| Image Classification | ILSVRC 2015 (val) | 33 | Feb 26, 2026 |
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| Image Classification | ImageNet 1.0 (10% labeled) | 33 | Feb 26, 2026 |
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