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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-turn clinical response generation | 1 | 1 | May 19, 2026 | |
| Question-based Generation | 1 | 1 | Mar 10, 2026 | |
| Even Pairs | 1 | 1 | May 19, 2026 | |
| Task Fulfillment | 1 | 1 | Mar 10, 2026 | |
| General Description | 1 | 1 | May 19, 2026 | |
| User Assistance | 1 | 1 | Jun 1, 2026 | |
| Personalized Story Generation Evaluation | 1 | 1 | Mar 18, 2026 | |
| Generative task evaluation | 1 | 1 | Feb 19, 2026 | |
| Diversity of solution strategies | 1 |
| 1 |
| May 19, 2026 |
| Alignment with Human Preferences | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-task model alignment and mixing | 1 | 1 | Feb 19, 2026 |
|---|
| Refusal Control | 1 | 2 | Mar 17, 2026 |
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| Reasoning Correction | 1 | 1 | May 19, 2026 |
|---|
| Mathematical reasoning, creative writing, and program synthesis | 1 | 1 | Jun 1, 2026 |
|---|
| Long-context Instruction Following | 1 | 1 | Mar 10, 2026 |
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| Intent Mismatch Detection | 1 | 1 | May 19, 2026 |
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| Expert-Level Human Knowledge Reasoning | 1 | 1 | May 19, 2026 |
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| Deep Search and Research Reasoning | 1 | 1 | May 19, 2026 |
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| Multi-step Reasoning and Factuality | 1 | 1 | May 19, 2026 |
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| Online Troubleshooting | 1 | 1 | May 19, 2026 |
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| Correlation analysis with human preferences | 1 | 1 | Feb 18, 2026 |
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| Multi-task long-context understanding | 1 | 1 | Feb 19, 2026 |
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| Long-horizon memory reasoning and retrieval | 1 | 1 | May 19, 2026 |
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| Atomic Memory Recall | 1 | 1 | Mar 10, 2026 |
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| Reasoning-chain quality evaluation | 1 | 1 | May 19, 2026 |
|---|