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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 | TinyImageNet | 64 | May 28, 2026 | ||
| Adversarial Attack | Mini-ImageNet | 64 | May 21, 2026 | ||
| EEG-to-text translation | EEG-ImageNet CVPR2017 (test) | 64 | May 28, 2026 | ||
| Out-of-Distribution Detection | ImageNet-1k (ID) vs Textures (OOD) 1.0 (test) | 64 | May 27, 2026 | ||
| Dataset Distillation | ImageNet 1K (val) |
| 64 |
| Feb 26, 2026 |
| Continual Learning | ImageNet-R 10 tasks | 64 | Jul 7, 2026 |
|---|
| Image Classification | ImageNet 1K (val) | 64 | Apr 23, 2026 |
|---|
| Adversarial Attack | ImageNet 21k (test) | 64 | Feb 26, 2026 |
|---|
| Adversarial Attack | Tiny-ImageNet (val) | 64 | Feb 26, 2026 |
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| Image Classification | ImageNet-A (val) | 64 | May 14, 2026 |
|---|
| Image Classification | ImageNet Real 1k (val) | 64 | Feb 26, 2026 |
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| Class-incremental learning | ImageNet-R 5-task | 64 | May 28, 2026 |
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| Image Classification | Tiny ImageNet | 63 | May 8, 2026 |
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| Adversarial Attack | ImageNet | 63 | Mar 16, 2026 |
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| Image Classification | ImageNet-Sketch | 63 | May 29, 2026 |
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| Class-conditional Image Generation | ImageNet 256x256 2012 (val) | 63 | May 8, 2026 |
|---|
| Conformal Prediction | ImageNet | 63 | Jun 8, 2026 |
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| Image Classification | ImageNet 1k | 62 | Jul 7, 2026 |
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| Image Classification | ImageNet (INet) | 62 | May 29, 2026 |
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| Class-conditional Image Generation | ImageNet class-conditional 256x256 | 61 | May 26, 2026 |
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| Class-conditional image synthesis | ImageNet 256x256 (val) | 61 | Feb 26, 2026 |
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| OOD Detection | ImageNet-1K OOD (Average: OpenImage-O, Texture, iNaturalist, ImageNet-O) 1.0 (test) | 61 | Feb 26, 2026 |
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| Image Classification | miniImageNet standard (test) | 61 | Feb 26, 2026 |
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| Model Calibration | ImageNet 200 | 60 | Jun 4, 2026 |
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| Image Classification | ImageNet-1k | 60 | Jul 7, 2026 |
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