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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 | ImageNet-C | 117 | Apr 24, 2026 | ||
| 5-way Image Classification | tieredImageNet 5-way (test) | 117 | Feb 26, 2026 | ||
| Image Classification | ILSVRC 2012 (test) | 117 | Feb 26, 2026 | ||
| Image Classification | SUN397 |
| 116 |
| May 28, 2026 |
| Image Classification | CIFAR-100 | 116 | Feb 26, 2026 |
|---|
| Image Classification | iNaturalist 2018 (val) | 116 | Feb 26, 2026 |
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| Image Classification | GTSRB | 115 | May 19, 2026 |
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| Image Classification | 11 Downstream Classification Datasets (ImageNet, Flowers102, DTD, OxfordPets, StanfordCars, UCF101, Caltech101, Food101, SUN397, FGVC-Aircraft, EuroSAT) standard (test) | 115 | Feb 27, 2026 |
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| Image Classification | ImageNet (val) | 115 | Feb 26, 2026 |
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| Image Classification | CIFAR10 | 114 | Apr 24, 2026 |
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| Image Classification | CIFAR-100 non-IID (test) | 113 | Mar 17, 2026 |
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| Image Classification | ImageNet Rendition | 113 | May 29, 2026 |
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| Image Classification | ImageNet 1K (train val) | 113 | May 19, 2026 |
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| Image Classification | Stanford Cars | 112 | Jun 25, 2026 |
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| Image Classification | FGVC-Aircraft | 112 | Jun 2, 2026 |
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| Image Classification | VTAB | 112 | Jun 23, 2026 |
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| Image classification | CIFAR100 (test) | 112 | Feb 26, 2026 |
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| Medical Image Classification | BTC | 111 | May 7, 2026 |
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| Image Classification | Birdsnap | 111 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 non-IID (test) | 110 | May 8, 2026 |
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| Image Classification | CIFAR-100 (test) | 110 | Mar 17, 2026 |
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| Image Classification | Flowers | 110 | Jun 2, 2026 |
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| Image Classification | ImageNet 1K Challenge (novel classes) | 110 | Feb 26, 2026 |
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| Image Classification | ImageNet-C level 5 | 110 | Jul 7, 2026 |
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| Image Classification | DTD | 108 | May 14, 2026 |
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