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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 | UCF101 | 42 | Jun 8, 2026 | ||
| Image Classification | CIFAR100 (test) | 42 | May 26, 2026 | ||
| Image Classification | Fashion-MNIST | 42 | May 25, 2026 | ||
| Image Classification | MNIST-1797 | 42 | May 25, 2026 | ||
| Image Classification | CIFAR-10 | 42 | May 21, 2026 | ||
| Image Classification |
| CIFAR-100 |
| 42 |
| May 21, 2026 |
| Image Classification | ImageNet-1k | 42 | May 19, 2026 |
|---|
| Fine-grained Image Classification | 8 Fine-grained Dataset Suite Average | 42 | Jun 23, 2026 |
|---|
| Image Classification | CIFAR10-C | 42 | Apr 21, 2026 |
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| Image Classification | ImageNet A, R, S V2 (test) | 42 | Apr 20, 2026 |
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| Image Classification | CIFAR-10 (test) | 42 | Mar 24, 2026 |
|---|
| Image Classification | MNIST Deepfool perturbed (test) | 42 | Mar 19, 2026 |
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| Image Classification | MNIST CW perturbed (test) | 42 | Mar 19, 2026 |
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| Image Classification | MNIST PGD perturbed (test) | 42 | Mar 19, 2026 |
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| Image Classification | CIFAR-10 10% label | 42 | Feb 27, 2026 |
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| Image Classification | RSNA | 42 | Feb 27, 2026 |
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| Image Classification | CINIC-10 1.0 (10% label) | 42 | Feb 27, 2026 |
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| Image Classification | SVHN 1.0 (10% label) | 42 | Feb 27, 2026 |
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| Image Classification | TALL-20 | 42 | Jun 8, 2026 |
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| Image Classification | 11-Dataset Average | 42 | Mar 17, 2026 |
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| Image Classification | ImageNet-1K (val) | 42 | Jun 5, 2026 |
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| Image Classification | ImageNet-127 (test) | 42 | May 19, 2026 |
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| Image Classification | CIFAR-10 Long-Tailed (test) | 42 | Feb 26, 2026 |
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| Image Classification | ImageNet RobustBench (val) | 42 | May 27, 2026 |
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| Image Classification | STL-10 40 labels | 42 | Apr 24, 2026 |
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