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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 | |
| EHR Generation Fidelity | 2 | 1 | Mar 26, 2026 | |
| Textual Graph Reasoning | 2 | 3 | Jul 2, 2026 | |
| LLM-as-a-Judge Robustness | 2 | 1 | Feb 19, 2026 | |
| Standard Deviation Prediction | 2 | 1 | Mar 26, 2026 | |
| Discriminability (C2ST) | 2 | 1 | Mar 26, 2026 | |
| Data2Text generation | 2 | 1 | Feb 18, 2026 | |
| overall goal inference | 2 | 1 | Feb 19, 2026 | |
| narrative intent inference | 2 | 1 | Feb 19, 2026 | |
| author emotional response inference |
|---|
| 2 |
| 1 |
| Feb 19, 2026 |
| character appraisal inference | 2 | 1 | Feb 19, 2026 |
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| causal explanation inference | 2 | 1 | Feb 19, 2026 |
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| prediction inference | 2 | 1 | Feb 19, 2026 |
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| Continuous Robot Control | 2 | 1 | Feb 18, 2026 |
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| stance inference | 2 | 1 | Feb 19, 2026 |
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| Natural Language to FHIRPath query generation | 2 | 1 | Mar 26, 2026 |
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| moral inference | 2 | 1 | Feb 19, 2026 |
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| narrative feeling inference | 2 | 1 | Feb 19, 2026 |
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| aesthetic feeling inference | 2 | 1 | Feb 19, 2026 |
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| CTCVR estimation | 2 | 1 | Mar 26, 2026 |
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| CVR estimation | 2 | 1 | Mar 26, 2026 |
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| Psychological defense mechanism classification | 2 | 2 | May 11, 2026 |
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| Attribute-Controlled Dialogue Generation | 2 | 1 | Feb 18, 2026 |
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| Region-to-Text Identification | 2 | 1 | Mar 25, 2026 |
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| Interference Mitigation | 2 | 1 | Mar 25, 2026 |
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