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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
Generation Enhances Understandingllm chat instruction11May 13, 2026
Collective Reasoningllm chat instruction11May 14, 2026
Factual Evaluationllm chat instructionnlp11Mar 5, 2026
Safety Constraint Recall Evaluationadversarial safety securityllm chat instruction11May 14, 2026
Hypothetical Instruction-Based Image Editingimage generation editingllm chat instruction11May 14, 2026
Human Pairwise Preference Evaluationllm chat instruction11Mar 5, 2026
Long-horizon language-conditioned manipulationrobotics embodied aillm chat instruction13Jun 4, 2026
Physician evaluation of long-form medical answersbio medicalllm chat instruction11Feb 18, 2026
Logic Puzzlesllm chat instruction11May 14, 2026
Unified Multi-task Language Understanding and Instruction Followingllm chat instructionnlp12Jun 5, 2026
Response Alignmentllm chat instructionnlp11Mar 5, 2026
Chess Reasoning Quality Evaluationllm chat instructionagents tool use11May 14, 2026
Hallucination / groundingllm chat instructionretrieval search rag11May 14, 2026
General reasoning / multi-disciplinellm chat instruction12May 20, 2026
Factual Groundingretrieval search ragllm chat instruction11May 14, 2026
Commonsense Reasoning and Knowledge Question Answeringnlpllm chat instruction11Feb 27, 2026
Response Generation Qualityllm chat instruction11Mar 5, 2026
Conversational Alignmentllm chat instruction11May 14, 2026
Comparative Rankingllm chat instruction11Feb 27, 2026
Intent Reflectionllm chat instruction11Mar 5, 2026
Subjective evaluation of agent feedbackagents tool usellm chat instruction11May 14, 2026
Sponsored product promotionretrieval search ragllm chat instruction11May 14, 2026
Long-term Question Answeringllm chat instructionnlp11Mar 5, 2026
Adversarial Hallucination Attackadversarial safety securityllm chat instruction11May 14, 2026
Open-ended MCQAllm chat instructionnlp11May 14, 2026