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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 |
|---|---|---|---|---|---|
| Ultrasound Image Classification | Breast | 24 | Apr 3, 2026 | ||
| Ultrasound Image Classification | BUS-BRA | 24 | Apr 3, 2026 | ||
| Image Classification | CFR100 | 24 | Mar 31, 2026 | ||
| Image Classification | Cassava Leaf Disease | 24 | Mar 31, 2026 | ||
| Image Classification | CIFAR-100 (test) | 24 | Mar 27, 2026 | ||
| ImageNet-C JPEG Corruptions |
| 24 |
| Mar 20, 2026 |
| Image Classification | ImageNet-C Gaussian Noise | 24 | Mar 20, 2026 |
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| Image Classification | CUB | 24 | Mar 20, 2026 |
|---|
| Image Classification | Flowers | 24 | Mar 18, 2026 |
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| Image Classification | CUB | 24 | Mar 18, 2026 |
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| Supervised Learning | 3D MedMNIST | 24 | Mar 17, 2026 |
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| Supervised Learning | MedMNIST 2D | 24 | Mar 17, 2026 |
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| Image Classification | Food101 | 24 | May 19, 2026 |
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| Multi-task Image Classification | Vision Benchmark 20-task | 24 | Mar 4, 2026 |
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| Multi-task Image Classification | 8-task vision benchmark | 24 | Mar 4, 2026 |
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| Image Classification | Caltech-101 | 24 | Mar 10, 2026 |
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| Image Classification | CIFAR-10 | 24 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 (test) | 24 | Feb 26, 2026 |
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| Whole Slide Image Classification | TCGA Lung | 24 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 (test) | 24 | Feb 26, 2026 |
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| Image Classification | ImageNet-1K (val) | 24 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 | 24 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 | 24 | Feb 26, 2026 |
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| Image Classification | DomainNet 126 | 24 | May 8, 2026 |
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| Image Classification | NICO++ OOD | 24 | Feb 26, 2026 |
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