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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 |
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| Image Classification | ImageNet-1k | 25 | Feb 26, 2026 | ||
| Deblurring | ImageNet 256 | 25 | May 12, 2026 | ||
| Image Classification | ImageNet-A OfficeHome source (test) | 25 | Feb 26, 2026 | ||
| Image Classification | ImageNet-R OfficeHome source (test) | 25 | Feb 26, 2026 | ||
| Image Classification | ImageNet-A MiniDomainnet source (test) | 25 | Feb 26, 2026 |
| Image Classification | ImageNet-R MiniDomainnet source (test) | 25 | Feb 26, 2026 |
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| Class-conditional Image Synthesis | ImageNet | 25 | Feb 26, 2026 |
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| Image Classification | ImageNet-1K 1.0 (val) | 25 | Feb 26, 2026 |
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| Image Classification | tieredImageNet | 25 | Feb 26, 2026 |
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| Super-resolution | ImageNet 1K (test) | 25 | Jul 2, 2026 |
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| Image Classification | ImageNet-1K original (val) | 25 | Feb 26, 2026 |
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| Image Classification | ImageNet Base | 25 | Feb 26, 2026 |
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| Image Classification | ImageNet-1k (val) | 25 | Feb 26, 2026 |
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| Image Classification | ImageNet 1K (val) | 25 | Feb 26, 2026 |
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| Class-Incremental Learning | ImageNet disjoint-CIL 800+40 | 25 | Feb 26, 2026 |
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| Generalized Few-Shot Learning | ImageNet base and novel classes 1K | 25 | Feb 26, 2026 |
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| Classification | mini-ImageNet 5-shot (test) | 25 | Feb 26, 2026 |
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| Image Classification | ImageNet-21K | 25 | May 26, 2026 |
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| Targeted Transfer Attack | ImageNet (val) | 25 | Feb 26, 2026 |
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| Trustworthiness Prediction | ImageNet 1k (val) | 25 | Apr 14, 2026 |
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| Image Generation | ImageNet 128x128 (test val) | 25 | Feb 26, 2026 |
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| Image Classification | ImageNet-1k 2012 (val) | 25 | Feb 26, 2026 |
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| Image Classification | ImageNet 1k (val) | 25 | Feb 26, 2026 |
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| Image Classification | tiered-ImageNet | 25 | Feb 26, 2026 |
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| Out-of-distribution detection | ImageNet-1k vs iNaturalist | 25 | Apr 30, 2026 |
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