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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 |
|---|---|---|---|---|
| Conversational Intelligence | 1 | 1 | Mar 11, 2026 | |
| Multimodal Instruction Following Evaluation | 1 | 1 | May 20, 2026 | |
| Process reward modeling evaluation | 1 | 1 | Jun 4, 2026 | |
| Duplex Dialogue Turn-Taking | 1 | 3 | Jun 9, 2026 | |
| Long-term Conversation Question Answering | 1 | 1 | May 21, 2026 | |
| LLM Downstream Evaluation | 1 | 1 | Feb 18, 2026 | |
| Selective Refusal Editing | 1 | 1 | May 21, 2026 | |
| Dietary advice generation | 1 | 1 | Jun 4, 2026 |
| Expert-Iteration RLVR | 1 | 1 | May 21, 2026 |
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| Over-safety measurement | 1 | 1 | Mar 11, 2026 |
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| Model Repair and Retention | 1 | 1 | May 21, 2026 |
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| Long-term Memory | 1 | 2 | Jun 4, 2026 |
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| Stateful Interaction | 1 | 1 | May 21, 2026 |
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| Social Skill | 1 | 1 | May 21, 2026 |
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| Multimodal Interleaved Generation | 1 | 1 | Mar 11, 2026 |
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| Per-turn token cost management | 1 | 1 | May 21, 2026 |
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| Visual Reasoning and Instruction Following | 1 | 2 | Feb 18, 2026 |
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| Zero-shot task generalization | 1 | 1 | Feb 18, 2026 |
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| Conversational Skill Evaluation | 1 | 1 | May 21, 2026 |
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| Assistant Tasks | 1 | 1 | Feb 19, 2026 |
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| Attention Head Health Analysis | 1 | 1 | Mar 11, 2026 |
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| KV cache reconstruction | 1 | 1 | May 21, 2026 |
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| Long-range word prediction | 1 | 1 | May 21, 2026 |
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| Grade-school science | 1 | 1 | May 21, 2026 |
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| Tool-use AI Assistant | 1 | 1 | Mar 11, 2026 |
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