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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 |
|---|---|---|---|---|
| Long-form writing | 9 | 5 | Jun 4, 2026 | |
| Win Rate Evaluation | 9 | 3 | Jun 24, 2026 | |
| Emotional Intelligence Evaluation | 9 | 8 | Jun 16, 2026 | |
| Open-domain dialogue | 9 | 5 | May 15, 2026 | |
| General Language Modeling | 9 | 8 | Jun 9, 2026 | |
| Writing | 9 | 17 | Jun 25, 2026 | |
| Multilingual Reasoning | 9 | 8 | Jun 4, 2026 | |
| Multiple-Choice Classification | 9 | 8 | Jun 26, 2026 | |
| Long-term Memory Question Answering | 9 | 8 |
| Jun 23, 2026 |
| Patient Simulation | 9 | 4 | Jun 9, 2026 |
|---|
| Multi-Query Associative Recall | 9 | 4 | Jul 7, 2026 |
|---|
| General Capability Evaluation | 9 | 9 | Jun 2, 2026 |
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| Task 2 | 9 | 7 | Jul 8, 2026 |
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| Emotional Support Dialogue | 9 | 4 | May 29, 2026 |
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| Scientific ideation | 9 | 4 | Jul 1, 2026 |
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| Dialog Response Generation | 9 | 2 | Feb 27, 2026 |
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| Multi-instruction Image Editing | 8 | 1 | Mar 19, 2026 |
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| Memorization mitigation | 8 | 3 | May 29, 2026 |
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| Tool-use instruction following | 8 | 2 | Feb 19, 2026 |
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| Compositional generation | 8 | 5 | Jul 2, 2026 |
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| System Prompt Extraction | 8 | 3 | Jun 4, 2026 |
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| Long-term memory evaluation | 8 | 25 | Jul 2, 2026 |
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| Constraint Following | 8 | 4 | Jun 23, 2026 |
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| LLM Pretraining | 8 | 6 | Jun 1, 2026 |
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| General Knowledge Question Answering | 8 | 12 | Jun 11, 2026 |
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