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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 1K (1%) | 49 | Feb 26, 2026 | ||
| Semi-supervised Image Classification | ImageNet 1k (1%) | 49 | Feb 26, 2026 | ||
| Image Classification | Caltech-256 | 49 | Apr 24, 2026 | ||
| Image Classification | AWA2 GZSL | 49 | Apr 21, 2026 | ||
| Image Classification | ImageNet original (val) |
| 49 |
| Feb 26, 2026 |
| Fine-grained Image Classification | Oxford Flowers | 49 | Feb 26, 2026 |
|---|
| Image Classification | Split MNIST | 49 | Feb 26, 2026 |
|---|
| Image Classification | SYN SIGNS to GTSRB (test) | 49 | Feb 26, 2026 |
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| Image Classification | Fashion-MNIST (train) | 49 | Jun 9, 2026 |
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| Image Classification | BreakHis | 49 | Jun 30, 2026 |
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| Image Classification | DomainNet-126 | 49 | Mar 5, 2026 |
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| Multi-task Image Classification | 20 Vision Tasks | 48 | Jun 26, 2026 |
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| Multi-task Image Classification | 14 vision tasks | 48 | Jun 26, 2026 |
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| Multi-task Image Classification | 8 vision tasks | 48 | Jun 26, 2026 |
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| Medical Image Classification | PATHMNIST | 48 | Jun 2, 2026 |
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| Image Classification | ImageYellow ImageNet-1K subset (test) | 48 | May 21, 2026 |
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| Image Classification | ImageMeow ImageNet-1K (test) | 48 | May 21, 2026 |
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| Image Classification | ImageFruit ImageNet-1K (test) | 48 | May 21, 2026 |
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| Image Classification | MNIST | 48 | May 1, 2026 |
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| Ultrasound Image Classification | GIST514-DB | 48 | Apr 3, 2026 |
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| Image Classification | ImageNet-LT | 48 | Mar 26, 2026 |
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| Image Classification | Cifar100 LT | 48 | Mar 26, 2026 |
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| Image Classification | CIFAR100 (test) | 48 | Jun 9, 2026 |
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| Image Classification | CIFAR-C-100 10 training corruption types (test) | 48 | Mar 4, 2026 |
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| Medical Image Classification | RSNA | 48 | Mar 12, 2026 |
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