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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 |
|---|---|---|---|---|
| Multi-agent aggregation | 1 | 1 | Mar 24, 2026 | |
| Multi-turn Dialogue Processing | 1 | 1 | Jun 11, 2026 | |
| Dialogue Diversity Evaluation | 1 | 1 | Feb 19, 2026 | |
| Fair personalized persuasive generation | 1 | 1 | Jun 11, 2026 | |
| Longform generation of biographies | 1 | 1 | Feb 18, 2026 | |
| Profile Adherence | 1 | 1 | Feb 19, 2026 | |
| Helpful and Harmless Preference Reasoning | 1 | 1 | Mar 24, 2026 | |
| Conflict-resolution quality evaluation | 1 | 1 | Mar 12, 2026 |
| Open-ended Health Reasoning | 1 | 1 | May 25, 2026 |
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| Aggregate General Performance | 1 | 1 | May 25, 2026 |
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| Identity Internalization | 1 | 1 | May 25, 2026 |
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| Watermark Embedding | 1 | 1 | May 25, 2026 |
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| Long-context Factuality Evaluation | 1 | 1 | Feb 18, 2026 |
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| Response style evaluation | 1 | 1 | Mar 12, 2026 |
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| Agent preference prediction | 1 | 1 | May 25, 2026 |
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| Alignment Preference Selection | 1 | 1 | May 25, 2026 |
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| Proxy Consistency Evaluation | 1 | 1 | Feb 19, 2026 |
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| Reasoning Token Consumption Analysis | 1 | 1 | Mar 12, 2026 |
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| Standardized Exam Reasoning | 1 | 1 | May 25, 2026 |
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| Factual Knowledge Editing | 1 | 1 | Mar 12, 2026 |
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| Multi-Domain Language Modeling and Reasoning | 1 | 1 | Feb 19, 2026 |
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| Pronoun Steering | 1 | 1 | Mar 12, 2026 |
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| Commonsense and Logical Reasoning | 1 | 1 | May 26, 2026 |
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| Talking to Others | 1 | 1 | May 26, 2026 |
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| Multi-Turn Session | 1 | 1 | May 26, 2026 |
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