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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 |
|---|---|---|---|---|---|
| CS Reconstruction | Set11 | 119 | Jun 8, 2026 | ||
| Mathematical Reasoning | AIME25 | 119 | Jun 17, 2026 | ||
| Mathematical Reasoning | AMC | 119 | May 13, 2026 | ||
| Text-to-Image Generation | Stable Diffusion 10k samples v1.4 | 119 | Mar 17, 2026 | ||
| Multimodal Search | MMSearch | 119 |
| Jun 30, 2026 |
| Multivariate long-term time series forecasting | Traffic | 119 | Jul 2, 2026 |
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| Binary classification of normal versus abnormal EEG signals | TUAB | 119 | Jun 25, 2026 |
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| Mathematical Reasoning | In-Distribution Reasoning Performance Suite (AIME, AMC, MATH-500, Minerva, Olympiad) | 119 | Jun 4, 2026 |
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| Cloth Simulation | Standard motion sequences (test) | 119 | Feb 26, 2026 |
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| Clustering | Multi-Fashion | 119 | Jun 4, 2026 |
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| Image-text retrieval | RSICD | 119 | Mar 31, 2026 |
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| Jailbreak | AdvBench | 119 | Jun 5, 2026 |
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| Question Answering | OpenBookQA | 119 | Apr 15, 2026 |
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| Mathematical Reasoning | MATH-500 | 119 | Feb 26, 2026 |
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| Mathematical Reasoning | HMMT25 | 119 | May 11, 2026 |
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| Mobile Task Automation | AndroidWorld (test) | 119 | Mar 26, 2026 |
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| Chart Understanding | ChartQA (test) | 119 | Jun 24, 2026 |
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| Text-to-Image Generation | ImageReward | 119 | Jun 16, 2026 |
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| Multimodal Reasoning | MMBench CN | 119 | Jun 24, 2026 |
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| Instruction Following | S-NI | 119 | Mar 24, 2026 |
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| Semantic Scene Completion | SemanticKITTI (val) | 119 | Jun 23, 2026 |
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| Dynamic Link Prediction | Wikipedia Inductive | 119 | Jun 4, 2026 |
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| Semantic Segmentation | COCO | 119 | Jun 16, 2026 |
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| Text Classification | SST-5 | 119 | Jun 1, 2026 |
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| Skin Lesion Segmentation | ISIC 2018 | 119 | Jul 8, 2026 |
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