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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 |
|---|---|---|---|---|
| Negotiation performance and belief calibration | 1 | 1 | May 7, 2026 | |
| Legal Reasoning and Text Generation | 1 | 1 | May 7, 2026 | |
| Sequential puzzle-solving | 1 | 1 | Feb 22, 2026 | |
| Mathematical Reasoning (Fine-tuning) | 1 | 1 | May 7, 2026 | |
| Video-grounded Role-playing | 1 | 1 | May 7, 2026 | |
| Role-Playing Evaluation (Visual-Element-Groundedness) | 1 | 1 | May 7, 2026 | |
| Role-Playing Evaluation (Social-Personality-Consistency) | 1 | 1 | May 7, 2026 | |
| Role-Playing Evaluation (Conversational-Naturalness) |
| 1 |
| 1 |
| May 7, 2026 |
| General Language Proficiency | 1 | 1 | Feb 22, 2026 |
|---|
| Scientific Proposal Generation | 1 | 1 | May 7, 2026 |
|---|
| Rationale Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-turn Code Generation | 1 | 1 | Feb 22, 2026 |
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| Syllogistic Reasoning and Premise Retrieval | 1 | 1 | May 7, 2026 |
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| Multilingual Syllogistic Reasoning | 1 | 1 | May 7, 2026 |
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| Multilingual Syllogistic Reasoning and Premise Retrieval | 1 | 1 | May 7, 2026 |
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| Complex High-Precision Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Language Model Routing and Orchestration | 1 | 1 | May 7, 2026 |
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| Global Sliding Window Attention | 1 | 1 | May 7, 2026 |
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| Linguistic Controllability | 1 | 1 | Feb 18, 2026 |
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| Chinese Massive Multitask Language Understanding | 1 | 1 | Feb 18, 2026 |
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| Share Question Mask Attention | 1 | 1 | May 7, 2026 |
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| Causal Blockwise Mask Attention | 1 | 1 | May 7, 2026 |
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| ReLU Attention | 1 | 1 | May 7, 2026 |
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| User Evaluation | 1 | 1 | Feb 23, 2026 |
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| Sigmoid Attention | 1 | 1 | May 7, 2026 |
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