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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
Multi-turn interaction trajectory evaluationllm chat instruction11Mar 27, 2026
Role-play dialogue comprehensionllm chat instructionnlp11May 26, 2026
Polish Instruction Followingllm chat instructionnlp11Mar 13, 2026
Multi-discipline Knowledge Evaluationllm chat instructionnlp11May 26, 2026
Mathematical reasoning and formula selectionllm chat instructionnlp11Jun 23, 2026
LLM Agent Memory Retrievalagents tool useretrieval search rag+111Feb 19, 2026
Digit Spanllm chat instruction11May 26, 2026
Aggregate Cognitive Performancellm chat instruction11May 26, 2026
Harmful question-answeringadversarial safety securityllm chat instruction11Feb 18, 2026
Memory Construction Qualityllm chat instructionnlp11May 26, 2026
Trait-wise Automated Essay Scoringnlpllm chat instruction11May 26, 2026
LLM Agent Optimizationagents tool usellm chat instruction11Jun 23, 2026
Multi-discipline Visual Reasoningcomputer visionmultimodal+111Mar 27, 2026
Language Model Performance Evaluationllm chat instructionnlp11May 26, 2026
Watermarked Text Generationllm chat instructionnlp11May 26, 2026
Environment Alignmentllm chat instruction11Mar 13, 2026
Overall Generation Qualityllm chat instruction11May 26, 2026
Topic Classification and Text Generationnlpllm chat instruction11Feb 18, 2026
Knowledge and Commonsense Reasoningnlpllm chat instruction13Feb 19, 2026
Medical History Taking and Differential Diagnosisbio medicalllm chat instruction+111Feb 19, 2026
Personalized Assistant Interactionllm chat instructionagents tool use11Mar 13, 2026
Generalization Assessmentllm chat instruction11May 26, 2026
Visual Chatllm chat instructionmultimodal11May 26, 2026
Behavioral Dialogue Evaluationllm chat instruction11Mar 13, 2026
secret-word taskllm chat instruction11May 26, 2026