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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 |
|---|---|---|---|---|---|
| 5-way Classification | miniImageNet (test) | 231 | Feb 26, 2026 | ||
| Image Classification | Tiny-ImageNet | 230 | Mar 17, 2026 | ||
| Class-conditional Image Generation | ImageNet 256x256 (test) | 223 | Apr 23, 2026 | ||
| Adversarial Attack | ImageNet (val) | 222 | Feb 26, 2026 | ||
| Image Clustering | ImageNet-10 |
| 220 |
| May 14, 2026 |
| Image Generation | ImageNet 512x512 (val) | 219 | Mar 27, 2026 |
|---|
| Image Classification | ImageNet-R | 217 | Apr 28, 2026 |
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| Image Classification | ImageNet-C Severity 5 (test) | 216 | Jul 2, 2026 |
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| Image Classification | miniImageNet | 213 | Jun 1, 2026 |
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| Image Classification | ImageNet-100 | 206 | Jun 29, 2026 |
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| Class-Conditional Image Generation | ImageNet 256x256 (train val) | 203 | Jun 2, 2026 |
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| Classification | ImageNet1k | 202 | Mar 20, 2026 |
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| Image Reconstruction | ImageNet 256x256 | 202 | Jun 1, 2026 |
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| Few-Shot Class-Incremental Learning | miniImageNet (test) | 200 | Jun 24, 2026 |
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| Image Classification | ImageNet-1K | 199 | Jun 2, 2026 |
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| Image Classification | ImageNet 1K (val) | 199 | Mar 4, 2026 |
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| Image Classification | ImageNet-1k 1.0 (test) | 191 | Feb 26, 2026 |
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| Few-shot Image Classification | tieredImageNet | 190 | May 26, 2026 |
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| Image Classification | ImageNet-100 (test) | 189 | Jun 25, 2026 |
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| Class conditional image generation | ImageNet | 189 | Jun 26, 2026 |
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| Image Classification | ImageNet 1k (val) | 188 | Feb 26, 2026 |
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| Image Classification | ImageNet (val) | 188 | Feb 26, 2026 |
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| Untargeted Adversarial Attack | ImageNet | 186 | Mar 31, 2026 |
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| Image Classification | ImageNet | 184 | Feb 26, 2026 |
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| Image Classification | ImageNet Real (val) | 181 | Feb 26, 2026 |
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