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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 |
|---|---|---|---|---|
| Skill Routing | 10 | 3 | Jun 12, 2026 | |
| Reasoning Quality Evaluation | 10 | 7 | Jun 29, 2026 | |
| Preference Reconstruction | 10 | 1 | Jun 29, 2026 | |
| Downstream accuracy extrapolation | 10 | 1 | May 19, 2026 | |
| Input prompt classification | 10 | 1 | May 14, 2026 | |
| Scientific Foundation Model Collaboration | 10 | 1 | May 1, 2026 | |
| Knowledge Conflict Resolution | 10 | 4 | Jun 25, 2026 | |
| Jailbreak Safety Evaluation | 9 | 9 | Jun 16, 2026 | |
| Multi-Query Associative Recall |
|---|
| 9 |
| 4 |
| Jul 7, 2026 |
| Zero-shot Commonsense Reasoning | 9 | 12 | Jun 26, 2026 |
|---|
| Long-form writing | 9 | 5 | Jun 4, 2026 |
|---|
| Response Quality Evaluation | 9 | 9 | Jul 9, 2026 |
|---|
| Patient Simulation | 9 | 4 | Jun 9, 2026 |
|---|
| Win Rate Evaluation | 9 | 3 | Jun 24, 2026 |
|---|
| Multiple-Choice Reasoning | 9 | 9 | Jun 4, 2026 |
|---|
| Emotional Intelligence Evaluation | 9 | 8 | Jun 16, 2026 |
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| Conflict Resolution | 9 | 5 | Jul 8, 2026 |
|---|
| General Language Modeling | 9 | 8 | Jun 9, 2026 |
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| Task 2 | 9 | 7 | Jul 8, 2026 |
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| Writing | 9 | 17 | Jun 25, 2026 |
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| Model Ranking | 9 | 1 | Feb 19, 2026 |
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| Multi-discipline Reasoning | 9 | 17 | Jun 26, 2026 |
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| Scientific ideation | 9 | 4 | Jul 1, 2026 |
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| General AI Assistant Reasoning | 9 | 6 | Apr 24, 2026 |
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| Multi-turn Instruction Following | 9 | 15 | Jun 19, 2026 |
|---|