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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 | CIFAR-100 (train) | 30 | May 20, 2026 | ||
| Image Classification | ImageNet 1% labels ILSVRC-2012 (val) | 30 | Feb 26, 2026 | ||
| Image Classification | UCF101 | 29 | Jun 23, 2026 | ||
| Image Classification | CIFAR10 LT-100 | 29 | Jul 3, 2026 | ||
| Image Classification | SVHN (test) | 29 | Jul 8, 2026 | ||
| TissueMNIST MedMNIST v2 (test) |
| 29 |
| Jun 2, 2026 |
| Image Classification | 8-Vision benchmark (EuroSAT, GTSRB, SVHN, RESISC45, DTD, Cars, MNIST, SUN397) (test) | 29 | Jun 4, 2026 |
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| Image Classification | ImageNet-R | 29 | Jun 2, 2026 |
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| Image Classification | SVHN (test) | 29 | May 14, 2026 |
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| Image Classification | WebVision 50 (test) | 29 | May 25, 2026 |
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| Image Classification | CIFAR-10 18 (test) | 29 | Jul 7, 2026 |
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| Image Classification | Stanford Cars | 29 | May 26, 2026 |
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| Hyperspectral Image Classification | WHU Hi HongHu (HH) dataset | 29 | Apr 3, 2026 |
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| Image Classification | Oxford-IIIT Pets (test) | 29 | Jun 30, 2026 |
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| Image Classification | Caltech-101 | 29 | Mar 20, 2026 |
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| Image Classification | APS Dataset | 29 | Feb 26, 2026 |
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| Few-shot Image Classification | StanfordCars (test) | 29 | Feb 26, 2026 |
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| Image Classification | Zero-shot Evaluation Suite (Food-101, CIFAR-10, CIFAR-100, SUN397, Stanford Cars, FGVC Aircraft, DTD, Oxford-IIIT Pets, Caltech-101, Flowers102, ImageNet-1K) various (test) | 29 | Feb 26, 2026 |
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| Image Classification | SUN GZSL | 29 | Apr 21, 2026 |
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| Image Classification | VTAB-6 | 29 | Feb 26, 2026 |
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| Medical Image Classification | DET10 | 29 | Feb 26, 2026 |
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| Image Classification | CIFARTile (test) | 29 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 Pathological partition (test) | 29 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 (full) | 29 | May 7, 2026 |
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| Image Classification | ImageNet-1k 1 (val) | 29 | Jun 2, 2026 |
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