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Tasks

TaskDomainBenchmarksPapersLast update
Automated CTRS evaluationnlpllm chat instruction11Apr 9, 2026
Multitask Language Modelingnlpllm chat instruction11Apr 9, 2026
Audio-Grounded Character Role-playingspeech audiollm chat instruction11Apr 9, 2026
Downstream Task Accuracy via Paradigm Routingllm chat instruction11Apr 10, 2026
Agent Recommendation (Reflection)agents tool usellm chat instruction11Feb 18, 2026
Structured Query Instruction Followingllm chat instructionnlp11Feb 19, 2026
Visual Instructionmultimodalllm chat instruction11Apr 10, 2026
Medical Professional Knowledgebio medicalllm chat instruction11Feb 18, 2026
Instruction-driven Image Editing and Generationimage generation editingllm chat instruction11Apr 10, 2026
End-to-end Conversational Question Answeringretrieval search ragllm chat instruction11Apr 10, 2026
Social Deduction (Undercover Role)llm chat instruction11Feb 18, 2026
Adversarial legal persuasionadversarial safety securityllm chat instruction11Apr 10, 2026
Long-context language understanding suitellm chat instructionnlp12Feb 21, 2026
Social Deduction (Civilian Role)llm chat instruction11Feb 18, 2026
Instructional Video Editingvideo generation editingllm chat instruction11Feb 19, 2026
Demonstration Selectionllm chat instruction11Feb 19, 2026
Informal Logic Reasoningllm chat instructionnlp11Apr 10, 2026
Large Language Modelingllm chat instruction11Feb 18, 2026
Complex instruction-based image editingimage generation editingllm chat instruction11Feb 19, 2026
Free-form descriptionllm chat instruction11Apr 10, 2026
Faithful Reasoningllm chat instructionnlp11Feb 19, 2026
Global sensemakingllm chat instruction11Apr 10, 2026
Parameter-Efficient Fine-Tuningllm chat instruction11Feb 18, 2026
Complex Multi-constraint Reasoningllm chat instruction11Feb 19, 2026
Long-context multi-task evaluationllm chat instruction11Apr 10, 2026