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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 | StanfordCars | 100 | May 26, 2026 | ||
| Hyperspectral Image Classification | Indian Pines (test) | 100 | May 1, 2026 | ||
| Federated Learning Image Classification | OpenSARShip | 99 | Feb 26, 2026 | ||
| Federated Learning Image Classification | MSTAR | 99 | Feb 26, 2026 | ||
| Image Classification Calibration | CIFAR100 |
| 99 |
| Jun 25, 2026 |
| Image Classification | CIFAR100 (test) | 98 | May 27, 2026 |
|---|
| Image Classification | SVHN (test) | 98 | Jun 16, 2026 |
|---|
| Image Classification | Stanford Cars | 98 | May 20, 2026 |
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| Image Classification | CIFAR-100 (test) | 98 | Jun 29, 2026 |
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| Image Classification | ImageNet-A | 98 | Jun 8, 2026 |
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| Image Classification | ImageNet Matched Frequency V2 | 98 | May 8, 2026 |
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| Image Classification | ImageNet (10% labels) | 98 | Feb 27, 2026 |
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| Image Classification | GTSRB | 97 | Jun 30, 2026 |
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| Image Classification | Food101 (test) | 97 | Jun 16, 2026 |
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| Image Classification | CIFAR-10 standard (test) | 97 | Feb 26, 2026 |
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| Image Classification | PCam (test) | 97 | Jun 9, 2026 |
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| Image Classification | Fashion-MNIST Non-IID (test) | 96 | May 8, 2026 |
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| Image Classification | 20 tasks collection | 96 | Apr 28, 2026 |
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| Image Classification | ImageNet 1k | 96 | Mar 9, 2026 |
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| Image Classification | ImageNet | 96 | Mar 10, 2026 |
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| Image Classification | Average 11 datasets | 95 | Jun 4, 2026 |
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| Image Classification | DomainNet | 95 | May 12, 2026 |
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| Image Classification | MNIST | 94 | Jun 29, 2026 |
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| Image Classification | GTSRB (test) | 94 | Jun 2, 2026 |
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| Image Classification | Oxford Pets | 94 | Apr 14, 2026 |
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