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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Blended Emotion Recognition | 2 | 2 | May 21, 2026 | |
| Textual Graph Reasoning | 2 | 3 | Jul 2, 2026 | |
| Hallucination Retrieval | 2 | 1 | Feb 18, 2026 | |
| grade-school math | 2 | 3 | Jun 30, 2026 | |
| Spatiotemporal intensity recovery | 2 | 1 | Mar 26, 2026 | |
| Natural Language to FHIRPath query generation | 2 | 1 | Mar 26, 2026 | |
| Multi-subject Knowledge | 2 | 3 | May 13, 2026 | |
| Region-to-Text Identification | 2 | 1 | Mar 25, 2026 | |
| Helpfulness alignment | 2 | 2 | May 19, 2026 |
| 6DoF Face Pose Estimation | 2 | 2 | Feb 18, 2026 |
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| Position error correction | 2 | 1 | Mar 25, 2026 |
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| Federated Time Series Forecasting | 2 | 1 | Mar 25, 2026 |
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| Text-to-Region Detection | 2 | 1 | Mar 25, 2026 |
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| Interference Mitigation | 2 | 1 | Mar 25, 2026 |
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| Personality Detection | 2 | 3 | Apr 21, 2026 |
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| Fluency Evaluation | 2 | 2 | Mar 4, 2026 |
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| Concept Linking | 2 | 1 | Feb 18, 2026 |
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| CWE Classification | 2 | 1 | Feb 18, 2026 |
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| Chinese Language Knowledge and Reasoning | 2 | 1 | Feb 19, 2026 |
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| Market-consistency diagnostics for sentiment-reconstruction pipelines | 2 | 1 | Mar 26, 2026 |
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| Model Poisoning Defense | 2 | 1 | Mar 25, 2026 |
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| CSI Forecasting | 2 | 1 | Mar 25, 2026 |
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| Error Span Detection | 2 | 2 | Mar 16, 2026 |
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| Needle Rotation Tracking | 2 | 1 | Mar 25, 2026 |
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| Language Modeling and Question Answering | 2 | 2 | Feb 24, 2026 |
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