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

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Tasks

TaskDomainBenchmarksPapersLast update
Long-form writingllm chat instruction95Jun 4, 2026
Win Rate Evaluationllm chat instruction93Jun 24, 2026
Emotional Intelligence Evaluationllm chat instruction98Jun 16, 2026
Open-domain dialoguellm chat instruction95May 15, 2026
General Language Modelingllm chat instructionnlp98Jun 9, 2026
Writingllm chat instruction917Jun 25, 2026
Multilingual Reasoningnlpllm chat instruction98Jun 4, 2026
Multiple-Choice Classificationnlpllm chat instruction98Jun 26, 2026
Long-term Memory Question Answeringllm chat instructionnlp98Jun 23, 2026
Patient Simulationbio medicalllm chat instruction94Jun 9, 2026
Multi-Query Associative Recallllm chat instruction94Jul 7, 2026
General Capability Evaluationllm chat instructionnlp99Jun 2, 2026
Task 2llm chat instruction97Jul 8, 2026
Emotional Support Dialoguellm chat instructionnlp94May 29, 2026
Scientific ideationllm chat instruction94Jul 1, 2026
Dialog Response Generationllm chat instructionnlp92Feb 27, 2026
Multi-instruction Image Editingimage generation editingllm chat instruction81Mar 19, 2026
Memorization mitigationadversarial safety securityllm chat instruction83May 29, 2026
Tool-use instruction followingagents tool usellm chat instruction82Feb 19, 2026
Compositional generationllm chat instructionnlp85Jul 2, 2026
System Prompt Extractionllm chat instructionnlp83Jun 4, 2026
Long-term memory evaluationllm chat instruction825Jul 2, 2026
Constraint Followingllm chat instruction84Jun 23, 2026
LLM Pretrainingllm chat instruction86Jun 1, 2026
General Knowledge Question Answeringllm chat instructionnlp812Jun 11, 2026