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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 |
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| Whole Slide Image Classification | BRACS | 48 | Jun 16, 2026 | ||
| Image Classification | PlantNet-300K | 48 | Mar 26, 2026 | ||
| Image Classification | CIFAR-10 (test) | 48 | Feb 26, 2026 | ||
| Image Classification | CIFAR100 | 48 | Feb 26, 2026 | ||
| Image Classification | CIFAR10 | 48 | Feb 26, 2026 |
| Image Classification | ImageNet 1.0 (val) | 48 | Apr 10, 2026 |
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| Image Classification | CIFAR-100 | 48 | Feb 26, 2026 |
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| Image Classification | CIFAR-10 | 48 | Feb 26, 2026 |
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| Semi-supervised Image Classification | CIFAR100-LT (test) | 48 | Feb 26, 2026 |
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| Image Classification | ImageNet 1K 1.0 (val) | 48 | Feb 26, 2026 |
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| Image Classification | SUN397 base-to-new generalization | 48 | Feb 26, 2026 |
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| Image Classification | Tiny-Imagenet Resnet20 (test) | 48 | Feb 26, 2026 |
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| Image Classification | ImageNet-50 (test) | 48 | May 26, 2026 |
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| Image Classification | Stanford 40 Actions (test) | 48 | Mar 25, 2026 |
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| Image Classification | ImageNet V2 (Target) | 48 | Mar 4, 2026 |
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| Image Classification | CIFAR10-LT | 48 | Feb 26, 2026 |
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| Image Classification | Flowers-102 (val) | 48 | Apr 3, 2026 |
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| Image Classification | CIFAR-100-LT gamma=100 (test) | 48 | May 29, 2026 |
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| Image Classification | CIFAR-10 IID partition (test) | 48 | Feb 26, 2026 |
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| Image Classification | CIFAR100 Clean (test) | 48 | May 21, 2026 |
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| Image Classification | CIFAR-10 | 47 | Jul 2, 2026 |
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| Class-incremental image classification | TinyImageNet | 47 | Jun 5, 2026 |
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| Image Classification | Spawrious M2M-Hard | 47 | Jun 4, 2026 |
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| Image Classification | Spawrious O2O-Hard | 47 | Jun 4, 2026 |
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| Image Classification | PCAM | 47 | Apr 23, 2026 |
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