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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 | Tiny-ImageNet | 22 | Apr 28, 2026 | ||
| Adversarial Attack Transferability | ImageNet-Compatible (test) | 22 | Apr 7, 2026 | ||
| Image Classification | ImageNet A-Plus | 22 | Mar 31, 2026 | ||
| Image Classification | ImageNet ID Clean Adv | 22 | Mar 31, 2026 | ||
| Image Classification | ImageNet I-Yellow (test) |
| 22 |
| May 14, 2026 |
| Visual Explanation | ImageNet | 22 | Mar 9, 2026 |
|---|
| Image Classification | ImageNette Long-tailed ImageNet | 22 | Mar 4, 2026 |
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| Image Classification | ImageWoof Long-tailed ImageNet Subset | 22 | Mar 4, 2026 |
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| Image Classification | ImageSquawk Long-tailed ImageNet | 22 | Mar 4, 2026 |
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| Image Classification | ImageMeow Long-tailed ImageNet | 22 | Mar 4, 2026 |
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| Fine-grained classification | ImageNet (novel classes) | 22 | Feb 27, 2026 |
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| Feature Visualization | ImageNet 1k (val) | 22 | Feb 26, 2026 |
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| Selective Classification | ImageNet-C | 22 | Feb 26, 2026 |
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| Selective Classification | ImageNet V2 | 22 | Feb 26, 2026 |
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| Image Classification | ImageNet 1k (val) | 22 | Feb 26, 2026 |
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| Image Classification | Tiny ImageNet (test) | 22 | Feb 27, 2026 |
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| Image Classification | SVHN Dp: ImageNet (test) | 22 | Feb 26, 2026 |
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| Image Classification | ImageNet 20 (test) | 22 | Feb 26, 2026 |
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| Image Classification | GTSRB Dp: ImageNet (test) | 22 | Feb 26, 2026 |
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| Image Classification | ANIMALS10 Dp: ImageNet (downstream test) | 22 | Feb 26, 2026 |
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| Image Classification | STL10 Dp: ImageNet (test) | 22 | Feb 26, 2026 |
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| Out-of-Distribution Detection | OpenOOD ImageNet-1K v1 (test) | 22 | Feb 26, 2026 |
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| Segmentation | ImageNet Segmentation | 22 | Feb 26, 2026 |
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| Explanation Faithfulness | ImageNet 2015 (test) | 22 | Feb 26, 2026 |
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| Multi-concept Customization | ImageNet (INet) (test) | 22 | Feb 26, 2026 |
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