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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 | Places 365 | 27 | May 13, 2026 | ||
| Image Classification | GTSRB | 26 | Jul 3, 2026 | ||
| Image Classification | DTD | 26 | Jun 30, 2026 | ||
| Image Classification | CIFAR-10 | 26 | Jun 4, 2026 | ||
| Image Classification | CIFAR-100 | 26 | Jun 4, 2026 | ||
| Image Classification |
| CIFAR-100 |
| 26 |
| Jun 4, 2026 |
| Robust Image Classification | UrbanCars B (test) | 26 | Jun 4, 2026 |
|---|
| Image Classification | UrbanCars B | 26 | Jun 4, 2026 |
|---|
| Image Classification | cMNIST | 26 | Jun 4, 2026 |
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| Image Classification | Classification Suite (OxfordPets, EuroSAT, Caltech101, DTD, FGVCAircraft, Flowers102, UCF101, Food101, SUN397, StanfordCars, Imagenet) Few-shot CLIP RN50 pre-trained (test) | 26 | May 27, 2026 |
|---|
| Image Classification | ImageNet-1K 16 (train) | 26 | May 26, 2026 |
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| Image Classification | RotatedMNIST | 26 | Jun 25, 2026 |
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| Class-incremental image classification | CUB-200 | 26 | Jun 5, 2026 |
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| Image Classification | Flower102 | 26 | May 8, 2026 |
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| Image Classification | ImageNet (val) | 26 | Apr 28, 2026 |
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| Whole Slide Image Classification | TCGA-CESC | 26 | May 7, 2026 |
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| Whole Slide Image Classification | TCGA-BRCA | 26 | May 7, 2026 |
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| Image Classification | SoyAgeing | 26 | Apr 23, 2026 |
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| Medical Image Classification | DermaMNIST m=5 synthetic annotators, K=7, mean agreement 64.7% (test) | 26 | Mar 25, 2026 |
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| Medical Image Classification | ISIC 2019 m=9 synthetic annotators, K=8, mean agreement 75% (test) | 26 | Mar 25, 2026 |
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| Image Classification | ImageNet 128x128 (test) | 26 | Mar 19, 2026 |
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| Image Classification | TinyImageNet 200 | 26 | Mar 9, 2026 |
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| Image Classification | CIFAR-100 | 26 | Mar 9, 2026 |
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| Image Classification | CIFAR-10 | 26 | Mar 9, 2026 |
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| Image Classification | BTMRI | 26 | Jun 24, 2026 |
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