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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 | ImageNette (test) | 180 | Jun 23, 2026 | ||
| Image Classification | ImageNet ILSVRC 1000 images 2012 (val) | 180 | Feb 26, 2026 | ||
| Image Classification | ImageNet-R (test) | 179 | Jun 25, 2026 | ||
| Adversarial Attack | ImageNet |
| 178 |
| Feb 26, 2026 |
| Few-shot classification | Mini-ImageNet | 178 | Mar 30, 2026 |
|---|
| Image Classification | ImageNet-A (test) | 177 | Jun 25, 2026 |
|---|
| Class-conditional Image Generation | ImageNet 64x64 | 170 | May 11, 2026 |
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| Image Classification | ImageNet-16-120 NAS-Bench-201 (test) | 167 | May 22, 2026 |
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| Image Classification | ImageNet (val) | 165 | Jun 26, 2026 |
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| Image Generation | ImageNet 256 10k samples | 165 | Mar 17, 2026 |
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| Image Classification | ImageNet Mobile Setting (test) | 165 | Feb 26, 2026 |
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| Statistical Adversarial Detection | ImageNet-1K (test) | 160 | Jun 29, 2026 |
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| Image Classification | ImageNet-LT (test) | 159 | May 29, 2026 |
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| Image Classification | ImageNet 1k | 158 | Mar 5, 2026 |
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| Image Reconstruction | ImageNet (val) | 158 | Jun 11, 2026 |
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| Image Classification | ImageNet-1K | 157 | Jul 9, 2026 |
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| Out-of-Distribution Detection | ImageNet-1k | 156 | Apr 24, 2026 |
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| Class-conditional Image Generation | ImageNet 128x128 | 155 | Mar 17, 2026 |
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| Image Classification | ImageNet-Sketch (test) | 153 | May 18, 2026 |
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| Image Generation | ImageNet 64x64 resolution (test) | 150 | Feb 26, 2026 |
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| 5-way Few-shot Classification | miniImageNet | 150 | Feb 26, 2026 |
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| Conditional Image Generation | ImageNet 64x64 | 149 | Jun 9, 2026 |
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| Image Classification | ImageNet-1K 1 (val) | 149 | May 26, 2026 |
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| Class Incremental Learning | ImageNet-R | 147 | May 28, 2026 |
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| Image Reconstruction | ImageNet-1k 256 x 256 (val) | 144 | Jun 26, 2026 |
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