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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 |
|---|---|---|---|---|---|
| Diffusion Adaptation | Barbie | 48 | Jul 1, 2026 | ||
| Long-context Recall | Long-context Recall-intensive Tasks Suite SQuAD, FDA, SWDE | 48 | Jun 30, 2026 | ||
| Text-to-image retrieval | IMDB | 48 | Jun 30, 2026 | ||
| Multi-task Image Classification | 20 Vision Tasks | 48 | Jun 26, 2026 | ||
| Multi-task Image Classification | 14 vision tasks | 48 | Jun 26, 2026 | ||
| Multi-task Image Classification |
|---|
| 8 vision tasks |
| 48 |
| Jun 26, 2026 |
| Image Reconstruction | RxRx1 and SR-Caco-2 (test) | 48 | Jun 25, 2026 |
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| Action Recognition | Ego-Exo4D | 48 | Jun 25, 2026 |
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| Visual Place Recognition | XHZ | 48 | Jun 24, 2026 |
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| Graph Alignment | CoraFull (test) | 48 | Jun 24, 2026 |
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| Graph Alignment | OGBN-Arxiv (test) | 48 | Jun 24, 2026 |
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| Graph Alignment | PCQM4M v2 (test) | 48 | Jun 24, 2026 |
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| Graph Alignment | AQSOL (test) | 48 | Jun 24, 2026 |
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| Graph Alignment | Erdös-Rényi (test) | 48 | Jun 24, 2026 |
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| Human agreement correlation | VideoPhy-2 (test) | 48 | Jun 23, 2026 |
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| Dueling Bandits | Condorcet-winner dueling bandits random instances | 48 | Jun 23, 2026 |
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| Image Reconstruction | STL (test) | 48 | Jun 23, 2026 |
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| Competition Mathematical Reasoning | MATH-500 | 48 | Jun 23, 2026 |
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| Evidence-round recall | LongMemEval 100 question sample | 48 | Jun 19, 2026 |
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| Distribution Alignment | ImageNet (val) | 48 | Jun 18, 2026 |
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| Distribution Alignment | ImageNet (train) | 48 | Jun 18, 2026 |
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| Generative Modeling | ImageNet (val) | 48 | Jun 18, 2026 |
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| Watermark Extraction | Math domain dataset | 48 | Jun 17, 2026 |
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| Watermark Extraction | Legal domain dataset | 48 | Jun 17, 2026 |
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| Watermark Extraction | Medical domain dataset | 48 | Jun 17, 2026 |
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