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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 | CelebA | 28 | Jul 1, 2026 | ||
| Image Classification | Food101 | 28 | Jun 5, 2026 | ||
| Image Classification | STL-10 | 28 | May 19, 2026 | ||
| Image Classification | Fashion-MNIST Sample Unlearning (Df) | 28 | May 12, 2026 | ||
| Image Classification | Net | 28 | May 7, 2026 | ||
| Image Classification |
| ImageNet-1K |
| 28 |
| Apr 21, 2026 |
| Image Classification | CIFAR-100 | 28 | Apr 10, 2026 |
|---|
| Image Classification | CIFAR-10 | 28 | Apr 10, 2026 |
|---|
| Image Classification | CIFAR-10 C2→C0 | 28 | Jun 2, 2026 |
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| Image Classification | CIFAR-10 C0→C2 | 28 | Jun 2, 2026 |
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| Image Classification | CIFAR-10 C1→C0 | 28 | Jun 2, 2026 |
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| Image Classification | CIFAR-10 C0→C1 | 28 | Jun 2, 2026 |
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| Image Classification | MNIST S2→S0 | 28 | Jun 2, 2026 |
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| Image Classification | MNIST S0→S2 | 28 | Jun 2, 2026 |
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| Image Classification | MNIST S1→S0 | 28 | Jun 2, 2026 |
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| Image Classification | MNIST S0→S1 | 28 | Jun 2, 2026 |
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| Image Classification | CIFAR10 (test) | 28 | May 26, 2026 |
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| Image Classification | Spawrious | 28 | May 11, 2026 |
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| Image Classification | CIFAR (test) | 28 | May 22, 2026 |
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| Image Classification | Flowers, CUB, Cars, CIFAR-10, CIFAR-100, Food, iNat downstream evaluation | 28 | Mar 10, 2026 |
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| Image Classification | CIFAR-100 ID (test) | 28 | May 4, 2026 |
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| Multi-task Image Classification | 8-task vision suite | 28 | Jun 26, 2026 |
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| Image Classification | Office-Home v1.0 (train test) | 28 | May 8, 2026 |
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| Fine-grained Image Classification | UCF101 novel classes | 28 | Feb 27, 2026 |
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| Fine-grained Image Classification | Flowers102 (novel classes) | 28 | Feb 27, 2026 |
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