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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 |
|---|---|---|---|---|---|
| Multi-label Image Classification | BigEarthNet | 41 | Feb 26, 2026 | ||
| Image Classification | Describable Textures | 41 | Feb 26, 2026 | ||
| Image Classification | ImageNet-R Target | 41 | May 8, 2026 | ||
| Image Classification | ImageNet 1k (test val) | 41 | Feb 26, 2026 | ||
| Image Classification | MNIST (train) |
| 41 |
| May 8, 2026 |
| Image Classification | miniImageNet 5-way 1-shot (meta-test) | 41 | Feb 26, 2026 |
|---|
| Image Classification | CIFAR-LT-100 Imbalance Factor 10 (test) | 41 | Feb 26, 2026 |
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| Image Classification | ImageNet Real labels v1 (test) | 41 | Feb 26, 2026 |
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| 5-way Few-shot Image Classification | tieredImageNet 5-shot (test) | 41 | Feb 26, 2026 |
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| Image Classification | SUN397 | 40 | Jun 30, 2026 |
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| Image Classification | OfficeHome | 40 | Jun 15, 2026 |
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| Image Classification | ImageNet | 40 | Jun 11, 2026 |
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| Image Classification | CIFAR100 | 40 | Jun 11, 2026 |
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| Image Classification | CIFAR10 | 40 | Jun 11, 2026 |
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| Image Classification | CIFAR10 | 40 | Jun 11, 2026 |
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| Image Classification | Caltech101 | 40 | Jun 23, 2026 |
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| Semi-supervised image classification | Corel5k 10% (train) | 40 | May 26, 2026 |
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| Semi-supervised image classification | Flowers 10% (train) | 40 | May 26, 2026 |
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| Image Classification | CIFAR-10 (test) | 40 | May 19, 2026 |
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| Image Classification | CIFAR-100 (test) | 40 | May 8, 2026 |
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| Image Classification | CIFAR-10 (test) | 40 | May 8, 2026 |
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| Image Classification | Caltech101 | 40 | May 26, 2026 |
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| Image Classification | Plankton (test) | 40 | Apr 1, 2026 |
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| Image Classification | ImageNet | 40 | Apr 6, 2026 |
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| Image Classification | MNIST | 40 | Jun 11, 2026 |
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