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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 | Clothing1M (test) | 598 | May 4, 2026 | ||
| Image Classification | Food-101 | 590 | Jul 2, 2026 | ||
| Image Classification | CIFAR10 (test) | 585 | Feb 26, 2026 | ||
| Fine-grained Image Classification | CUB200 2011 (test) | 585 | Jun 30, 2026 | ||
| Classification |
| Cars |
| 571 |
| Jul 9, 2026 |
| Image Classification | EuroSAT | 569 | Apr 3, 2026 |
|---|
| Image Classification | CIFAR-10 | 564 | Mar 17, 2026 |
|---|
| Image Classification | TinyImageNet (test) | 562 | Jun 25, 2026 |
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| Image Classification | Flowers102 | 558 | Mar 27, 2026 |
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| Image Classification | RESISC45 | 539 | Jul 3, 2026 |
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| Image Classification | UCF101 | 529 | Jun 9, 2026 |
|---|
| Image Classification | CIFAR-10 | 507 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet-Sketch | 491 | Jul 7, 2026 |
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| Image Classification | ImageNet-1K (test) | 490 | Jul 2, 2026 |
|---|
| Image Classification | DTD | 487 | Apr 24, 2026 |
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| Image Classification | SVHN (test) | 470 | May 22, 2026 |
|---|
| Image Classification | FashionMNIST (test) | 461 | Jul 9, 2026 |
|---|
| Image Classification | Food101 | 457 | Apr 7, 2026 |
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| Image Classification | SUN397 | 450 | Apr 24, 2026 |
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| Image Classification | ImageNet ILSVRC-2012 (val) | 441 | May 28, 2026 |
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| Image Classification | CIFAR-100 | 435 | Mar 12, 2026 |
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| Image Classification | ImageNet | 431 | Mar 13, 2026 |
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| Image Classification | CIFAR-100 (test) | 429 | Jun 26, 2026 |
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| Image Classification | SUN397 | 425 | Feb 26, 2026 |
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| Image Classification | MNIST | 417 | Mar 17, 2026 |
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