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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 | MNIST Centralized (test) | 84 | Jun 26, 2026 | ||
| Image Classification | Caltech101 | 84 | May 26, 2026 | ||
| Image Classification | BUSI | 84 | Jun 30, 2026 | ||
| Image Classification Calibration | CIFAR10 | 84 | Apr 10, 2026 | ||
| Image Classification | CIFAR-10N (Aggregate) | 84 | May 21, 2026 | ||
| Image Classification |
| AID |
| 83 |
| Jun 23, 2026 |
| Image Classification | Caltech256 | 83 | Jun 8, 2026 |
|---|
| Image Classification | CIFAR-100-LT Imbalance Ratio 10 | 83 | Feb 26, 2026 |
|---|
| Image Classification | 8 Vision Tasks (test) | 82 | Apr 3, 2026 |
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| Image Classification | iNaturalist 2021 | 82 | Jul 7, 2026 |
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| Image Classification | CXR14 | 82 | Jun 11, 2026 |
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| Image Classification | CIFAR-100 LT (IF=50) | 82 | Jul 8, 2026 |
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| Image Classification | PatchCamelyon | 82 | Jun 30, 2026 |
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| Image Classification | CIFAR-100 400 labels | 82 | Apr 24, 2026 |
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| Image Classification | ImageNet-R (val) | 82 | Feb 27, 2026 |
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| Image Classification | ImageNet 1000 images (val) | 82 | Feb 26, 2026 |
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| Image Classification | CelebA (test) | 82 | May 28, 2026 |
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| Image Classification | CIFAR-10 (test) | 82 | Jun 2, 2026 |
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| Image Classification | CIFAR-100 Long-tailed (val) | 82 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 Long-tailed (val) | 82 | Feb 26, 2026 |
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| Long-Tailed Image Classification | iNaturalist 2018 | 82 | Feb 26, 2026 |
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| Image Classification | CIFAR-10-C continual temporal streams 1.0 (test) | 81 | May 20, 2026 |
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| Image Classification | 11 datasets base-to-new average | 81 | Feb 26, 2026 |
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| Image Classification | MHIST (test) | 81 | May 12, 2026 |
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| Image Classification | CIFAR-10 40 labels | 81 | Feb 26, 2026 |
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