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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 |
|---|---|---|---|---|---|
| Medical Question Answering | PubMedQA | 32 | May 28, 2026 | ||
| Safety evaluation | AdvBench 50 examples | 32 | Feb 26, 2026 | ||
| MMD Variance Estimation | Alternative hypothesis (delta != 0, m = n) | 32 | Feb 26, 2026 | ||
| HSI Super-Resolution | Chikusei | 32 | Apr 21, 2026 | ||
| Multirate Video Encoding | SJTU 8K 360 | 32 | Feb 26, 2026 | ||
| Seed-TTS Seed-EN (test) |
| 32 |
| May 29, 2026 |
| Audio Classification | VocalSound | 32 | Jul 1, 2026 |
|---|
| Text-to-Speech | Seed-zh (test) | 32 | Jun 9, 2026 |
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| Mean Opinion Score Prediction | BVCC synthetic (test) | 32 | Feb 26, 2026 |
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| Text-to-Speech | Seed-TTS EN | 32 | May 29, 2026 |
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| Robot Manipulation | SimplerEnv WidowX Robot tasks | 32 | Mar 11, 2026 |
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| Binary Optimization | Binary Optimization Problems GA-Elite (Seen and Unseen Problem Classes) | 32 | Feb 26, 2026 |
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| Surrogate Modeling | CEC MTMOO Unseen Dimensions 21-28 2019 | 32 | Feb 26, 2026 |
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| Time-series forecasting | Electricity | 32 | Feb 26, 2026 |
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| Time-series forecasting | Solar | 32 | Feb 26, 2026 |
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| Time-series forecasting | Pems-bay | 32 | Feb 26, 2026 |
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| Time Series Forecasting | ETTh1 5% (train) | 32 | May 14, 2026 |
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| Clustering | Thyroid | 32 | May 22, 2026 |
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| Classification | Glass | 32 | Mar 12, 2026 |
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| Node Classification | Arxiv Source: 1950-2011, Target: 2016-2018 | 32 | May 12, 2026 |
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| Node Classification | Arxiv Source: 1950-2009, Target: 2016-2018 | 32 | May 12, 2026 |
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| Node Classification | Arxiv Source: 1950-2007, Target: 2016-2018 | 32 | May 12, 2026 |
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| Trust Prediction | Ciao (70%-15%-15%) | 32 | Jun 16, 2026 |
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| Software Engineering | SWE-bench Verified | 32 | Jun 1, 2026 |
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| Time-series Imputation | Weather | 32 | Feb 27, 2026 |
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