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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 | OrganSMNIST v2 (test) | 31 | Feb 26, 2026 | ||
| Image Classification | ImageNet V | 31 | Feb 26, 2026 | ||
| Image Classification | 8 Vision Tasks Aggregate ViT-B/32 ViT-L/14 (average) | 31 | Feb 26, 2026 | ||
| Medical Image Classification | BT (Brain Tumor) (test) | 31 | Feb 26, 2026 | ||
| Image Classification | VisDA-C | 31 | Mar 5, 2026 | ||
| Image Classification |
|---|
| UC Merced |
| 31 |
| Apr 14, 2026 |
| Image Classification | CIFAR-100 non-IID alpha=0.1 | 31 | Mar 4, 2026 |
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| Image Classification | CIFAR-10 | 31 | Feb 26, 2026 |
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| Image Classification | ImageNet (val) | 31 | Feb 26, 2026 |
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| Image Classification | Describable Textures Dataset (DTD) (test) | 31 | Jul 8, 2026 |
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| Image Classification | CIFAR-10 10% labeled data (test) | 31 | Jun 25, 2026 |
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| Few-shot image classification | FC100 | 31 | Feb 26, 2026 |
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| Image Classification | ILSVRC-12 | 31 | Feb 26, 2026 |
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| Image Classification | MNIST to SVHN standard (test) | 31 | Feb 26, 2026 |
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| Image Classification | MNIST (test) | 31 | Feb 26, 2026 |
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| Image Classification | VisDA-C (val) | 31 | Feb 26, 2026 |
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| Semi-supervised Image Classification | MNIST (test) | 31 | Feb 26, 2026 |
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| Image Classification | Skewed MNIST | 30 | Jun 11, 2026 |
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| Image Classification | TinyImageNet | 30 | Jun 2, 2026 |
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| Image Classification | Aircraft (AirC) 5-shot | 30 | Jun 2, 2026 |
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| Image Classification Calibration | PACS Sketch | 30 | May 22, 2026 |
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| Image Classification Calibration | PACS Cartoon | 30 | May 22, 2026 |
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| Image Classification Calibration | PACS Art | 30 | May 22, 2026 |
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| Image Classification | Image Classification Datasets (val) | 30 | May 19, 2026 |
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| Image Classification | Fashion-MNIST | 30 | Jun 1, 2026 |
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