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Research

Tasks

Explore the problems researchers are working on and the benchmarks used to measure progress.

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Tasks

TaskDomainBenchmarksPapersLast update
Judicial Conflict Resolutionllm chat instructionagents tool use11Mar 27, 2026
Social Inclusionllm chat instruction11Mar 27, 2026
Multi-turn Conversational VQAmultimodalllm chat instruction11Feb 18, 2026
Professional Consensus Buildingbio medicalllm chat instruction11Mar 27, 2026
Multi-turn interaction trajectory evaluationllm chat instruction11Mar 27, 2026
LLM Agent Memory Retrievalagents tool useretrieval search rag+111Feb 19, 2026
Number Guessingllm chat instruction11Mar 27, 2026
Information Retentionllm chat instruction11Feb 19, 2026
Reasonllm chat instruction11Mar 27, 2026
Conversational Assistancellm chat instruction11Feb 18, 2026
Token-level length-controlled question answeringnlpllm chat instruction11Feb 19, 2026
Multi-discipline Visual Reasoningcomputer visionmultimodal+111Mar 27, 2026
Word-level length-controlled question answeringnlpllm chat instruction11Feb 19, 2026
Medical Differential Diagnosesbio medicalllm chat instruction11Mar 27, 2026
Sentence-level length-controlled question answeringnlpllm chat instruction11Feb 19, 2026
Bio-molecular Instructionbio medicalllm chat instruction11Mar 27, 2026
Multi-modal human-preference alignmentmultimodalllm chat instruction11Feb 18, 2026
Korean Long Contextllm chat instructionnlp11Feb 19, 2026
Mathematical expression synthesisllm chat instruction11Mar 27, 2026
Interactive Query Answering (Average MRR)retrieval search ragllm chat instruction11Mar 27, 2026
Contextual Understanding and Reasoningllm chat instructionnlp11Feb 19, 2026
Out-of-Distribution Agent Reasoningagents tool usellm chat instruction11Mar 27, 2026
General Language Model Reasoningllm chat instructionnlp11Feb 19, 2026
Language Understanding and Common Sense Reasoningllm chat instructionnlp11Mar 27, 2026
Video Streaming Conversationllm chat instructionmultimodal11Mar 27, 2026