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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 20 Dp: CIFAR10 downstream (test) | 44 | Feb 26, 2026 | ||
| Hyperspectral Image Classification | Salinas (SA) | 44 | Jun 4, 2026 | ||
| Image Classification | Office-Caltech | 44 | May 14, 2026 | ||
| Few-Shot Image Classification | ImageNet FS (all) | 44 | Feb 26, 2026 | ||
| Image Classification | Multi-dataset Average (Pets, Flowers, Aircraft, Cars, Country, Food, STL, GTSRB) |
| 44 |
| Feb 26, 2026 |
| Image Classification | ImageNet 1k (val) | 44 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 LeNet-5 (test) | 44 | Feb 26, 2026 |
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| Image Classification | ImageNet | 44 | Mar 4, 2026 |
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| Image Classification | ImageNet Base-to-New | 44 | Jun 18, 2026 |
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| Image Classification | Oxford 102 Flowers (test) | 44 | May 15, 2026 |
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| Image Classification | Imagenette | 44 | Jul 7, 2026 |
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| Image Classification | VisDA (val) | 44 | Feb 26, 2026 |
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| Image Classification | SVHN 40 labels | 44 | Mar 19, 2026 |
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| Image Classification | CIFAR-100 10k labels | 44 | Apr 24, 2026 |
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| Image Classification | N-MNIST | 44 | Feb 26, 2026 |
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| Image Classification | Birdsnap (test) | 44 | Feb 26, 2026 |
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| Image Classification | AG-MNIST (test) | 43 | Jun 16, 2026 |
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| Image Classification | CIFAR-10 uniform label noise, η=0.5 (test) | 43 | Mar 19, 2026 |
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| Image Classification | CIFAR-10 uniform label noise, η=0.3 (test) | 43 | Mar 19, 2026 |
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| Image Classification | CIFAR-10 uniform label noise, η=0.1 (test) | 43 | Mar 19, 2026 |
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| Image Classification | Fashion-MNIST uniform noise η=0.5 (7-fold CV) | 43 | Mar 19, 2026 |
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| Image Classification | Fashion-MNIST uniform noise η=0.4 (7-fold CV) | 43 | Mar 19, 2026 |
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| Image Classification | Fashion-MNIST uniform noise η=0.3 (7-fold CV) | 43 | Mar 19, 2026 |
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| Image Classification | Fashion-MNIST uniform noise η=0.2 (7-fold CV) | 43 | Mar 19, 2026 |
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| Image Classification | Fashion-MNIST uniform noise η=0.1 (7-fold CV) | 43 | Mar 19, 2026 |
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