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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 |
|---|---|---|---|---|---|
| Long-tailed Image Classification | Places-LT (test) | 74 | May 26, 2026 | ||
| Image Classification | CIFAR-LT-100 (test) | 74 | Feb 26, 2026 | ||
| Image Classification | Dogs vs. Cats (test) | 74 | May 27, 2026 | ||
| Image Classification | CIFAR-10 ViT-Tiny (test) | 73 | Feb 26, 2026 | ||
| Biomedical Image Classification | 11 Biomedical Datasets Average (test) |
| 73 |
| Apr 28, 2026 |
| Image Classification | Cars (test) | 73 | May 25, 2026 |
|---|
| Image Classification | ImageNette ImageNet-1K (test) | 72 | May 21, 2026 |
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| Image Classification | CLIP benchmark (test) | 72 | Apr 15, 2026 |
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| Image Classification | CIFAR10-0.5 (test) | 72 | Mar 31, 2026 |
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| Image Classification | FMNIST 0.5 (test) | 72 | Mar 31, 2026 |
|---|
| Image Classification | CIFAR-10 0.2% fraction (test) | 72 | Mar 11, 2026 |
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| Image Classification | ImageNet-1K 1.0 (test) | 72 | Feb 26, 2026 |
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| Image Classification | Caltech101 Base and New Classes | 72 | May 18, 2026 |
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| Image Classification | CIFAR10-C (test) | 72 | Jul 7, 2026 |
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| Image Classification | ImageNet-LT (val) | 72 | Feb 26, 2026 |
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| Image Classification | SVHN 250 labels | 72 | Mar 19, 2026 |
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| Image Classification | CIFAR-100 (test) | 72 | Feb 26, 2026 |
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| Image Classification | Places | 72 | Jun 23, 2026 |
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| Image Classification | ImageNet (val) | 72 | Feb 26, 2026 |
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| Multi-label Image Classification | VOC 2012 (test) | 72 | Mar 5, 2026 |
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| Image Classification | ImageNet-1K (test) | 71 | Jul 9, 2026 |
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| Image Classification | ImageNet I-Squawk (test) | 71 | May 21, 2026 |
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| Image Classification | OxfordPets | 71 | May 26, 2026 |
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| Image Classification | MNIST | 71 | Feb 26, 2026 |
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| Image Classification | CIFAR100 LT | 71 | Jun 11, 2026 |
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