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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 (val) | 45 | Feb 26, 2026 | ||
| Few-Shot Class-Incremental Learning | MiniImageNet | 45 | May 12, 2026 | ||
| Image Classification | ImageNet-1K (val) | 45 | Feb 26, 2026 | ||
| Image Classification | ImageNet | 45 | Feb 26, 2026 | ||
| Image Classification | ImageNet-1k 1.0 (val) |
| 45 |
| Jun 2, 2026 |
| Image Classification | ImageNet-1k 1.0 (val) | 45 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet-21K (val) | 45 | Feb 26, 2026 |
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| Object Classification | ImageNet ILSVRC (test) | 45 | Feb 26, 2026 |
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| Image Classification | ImageNet | 44 | Jul 3, 2026 |
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| Image Classification | ImageNet-1K (val) | 44 | May 13, 2026 |
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| Class-conditional Image Generation | ImageNet 256 | 44 | Jun 29, 2026 |
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| Image Generation | ImageNet 64x64 (50k samples) | 44 | Mar 17, 2026 |
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| Image Classification | ImageNet, Caltech101, DTD, EuroSAT, FGVCAircraft, Food101, OxfordFlowers, OxfordPets, StanfordCars, SUN397, UCF101 1-shot | 44 | Jul 2, 2026 |
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| Image Classification | Seq-Tiny-ImageNet | 44 | Mar 10, 2026 |
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| Image Classification | ImageNet 20 Dp: CIFAR10 downstream (test) | 44 | Feb 26, 2026 |
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| Class-wise forgetting | Imagenette (val) | 44 | Feb 26, 2026 |
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| OOD Detection | ImageNet 1k | 44 | Mar 27, 2026 |
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| Dataset Distillation | ImageNet-21K-P | 44 | Apr 21, 2026 |
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| Few-Shot Image Classification | ImageNet FS (all) | 44 | Feb 26, 2026 |
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| Image Classification | ImageNet 1k (val) | 44 | Feb 26, 2026 |
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| Image Classification | ImageNet | 44 | Mar 4, 2026 |
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| Image Classification | ImageNet Base-to-New | 44 | Jun 18, 2026 |
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| Image Classification | Imagenette | 44 | Jul 7, 2026 |
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| Backdoor Attack in Dataset Condensation | Tiny ImageNet | 43 | Apr 1, 2026 |
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| Classification | ImageNet | 43 | Jun 26, 2026 |
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