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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 |
|---|---|---|---|---|
| Multimodal Aspect Term Extraction | 2 | 1 | Feb 18, 2026 | |
| Multimodal Aspect Sentiment Classification | 2 | 2 | Feb 19, 2026 | |
| Point Estimation of Potential Outcomes | 2 | 1 | Feb 18, 2026 | |
| Joint Multimodal Aspect-Sentiment Analysis | 2 | 1 | Feb 18, 2026 | |
| Flattening | 2 | 2 | Feb 18, 2026 | |
| 2D DXA bone mask overlap | 2 | 1 | Feb 18, 2026 | |
| Emotion Distribution Estimation | 2 | 1 | Feb 18, 2026 | |
| Article-level Frame Prediction | 2 | 1 | Feb 18, 2026 | |
| Quantity-level Frame Prediction |
| 2 |
| 1 |
| Feb 18, 2026 |
| Fluid Topology Prediction | 2 | 1 | Mar 16, 2026 |
|---|
| Urban Sensing | 2 | 1 | Mar 13, 2026 |
|---|
| Ovarian Cancer Detection | 2 | 1 | Mar 13, 2026 |
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| Persona Role-Playing Faithfulness | 2 | 1 | Feb 18, 2026 |
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| Knowledge-aware Visual Question Answering | 2 | 1 | Feb 18, 2026 |
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| Lexical Semantics | 2 | 1 | Feb 18, 2026 |
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| Automatic ontology evaluation | 2 | 1 | Mar 13, 2026 |
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| Healthcare diagnostic prediction | 2 | 1 | Mar 13, 2026 |
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| Federated OOD Generalization | 2 | 2 | Mar 18, 2026 |
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| Federated Out-of-Distribution Detection | 2 | 2 | Mar 18, 2026 |
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| Policy Decision Making | 2 | 1 | Mar 13, 2026 |
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| Makarov Bound Estimation | 2 | 1 | Mar 13, 2026 |
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| Feature Importance Evaluation | 2 | 1 | Mar 13, 2026 |
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| Climate Prediction | 2 | 1 | Feb 18, 2026 |
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| Makarov Upper Bound Estimation | 2 | 1 | Mar 13, 2026 |
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| Stackelberg Security Games (SSG) with Quantal Response Optimization | 2 | 1 | Feb 18, 2026 |
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