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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 |
|---|---|---|---|---|
| Natural Language to FHIRPath query generation | 2 | 1 | Mar 26, 2026 | |
| Text-to-OverpassQL | 2 | 1 | Feb 19, 2026 | |
| Multi-modal sarcasm detection | 2 | 3 | May 21, 2026 | |
| Touch Pointing Parameter Estimation | 2 | 1 | Mar 26, 2026 | |
| Blended Emotion Recognition | 2 | 2 | May 21, 2026 | |
| Clinical Timeline Extraction | 2 | 1 | Feb 19, 2026 | |
| Text Classification Explanation | 2 | 1 | Feb 19, 2026 | |
| CTCVR estimation | 2 | 1 | Mar 26, 2026 | |
| CVR estimation | 2 | 1 | Mar 26, 2026 |
| Image Removal | 2 | 1 | Feb 18, 2026 |
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| SOFA Score Mapping | 2 | 1 | Feb 19, 2026 |
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| Text-to-Region Detection | 2 | 1 | Mar 25, 2026 |
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| Region-to-Text Identification | 2 | 1 | Mar 25, 2026 |
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| Persuasive Technique Classification | 2 | 1 | Feb 19, 2026 |
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| Fine-Grained Narrative Classification | 2 | 1 | Feb 19, 2026 |
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| Position error correction | 2 | 1 | Mar 25, 2026 |
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| Building Detection | 2 | 1 | Feb 18, 2026 |
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| Interference Mitigation | 2 | 1 | Mar 25, 2026 |
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| Retrieval-Augmented Generation Evaluation | 2 | 2 | May 8, 2026 |
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| Model Poisoning Defense | 2 | 1 | Mar 25, 2026 |
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| Market-consistency diagnostics for sentiment-reconstruction pipelines | 2 | 1 | Mar 26, 2026 |
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| Federated Time Series Forecasting | 2 | 1 | Mar 25, 2026 |
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| Counterfactual intervention evaluation | 2 | 1 | Feb 18, 2026 |
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| Near-duplicate detection | 2 | 1 | Feb 18, 2026 |
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| 3D Articulation and Geometry Estimation | 2 | 1 | Mar 25, 2026 |
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