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Tasks

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

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Tasks

TaskDomainBenchmarksPapersLast update
Zero-shot downstream reasoning and question answeringllm chat instructionnlp11Feb 22, 2026
Mathematical reasoning with verbally expressed problemsnlpllm chat instruction11Apr 29, 2026
Social Agent Evaluationagents tool usellm chat instruction11Feb 22, 2026
Tool Learning under Instruction with Missing Key Informationagents tool usellm chat instruction11Apr 30, 2026
Regular-Length Story Visualizationllm chat instructionnlp11Feb 22, 2026
Tool Learning under Instruction with Multiple Requestsagents tool usellm chat instruction11Apr 30, 2026
Tool Learning under Instruction with Erroragents tool usellm chat instruction11Apr 30, 2026
Long Story Visualizationllm chat instructionimage generation editing11Feb 22, 2026
Tool Learning under Instructions Beyond Tool Capabilitiesagents tool usellm chat instruction11Apr 30, 2026
Grade school mathematics reasoningnlpllm chat instruction11Feb 18, 2026
Human feedback evaluation consistencyllm chat instruction11Apr 30, 2026
Generative AI evaluation consistencyllm chat instruction11Apr 30, 2026
Speculative Decoding General Performancellm chat instructioncode developer ai+111Apr 30, 2026
Multi-hop commonsense reasoningnlpllm chat instruction11Feb 18, 2026
Task#3llm chat instruction11Apr 30, 2026
Task#4llm chat instruction11Apr 30, 2026
Task#6llm chat instruction11Apr 30, 2026
Mathematical Dialogue Evaluationllm chat instructionnlp11Feb 22, 2026
Task#7llm chat instruction11Apr 30, 2026
Task#8llm chat instruction11Apr 30, 2026
True-or-Falsellm chat instructionnlp11Feb 18, 2026
Mathematical Dialoguellm chat instructionnlp11Mar 25, 2026
Summary-style Queriesllm chat instructionnlp11Apr 30, 2026
Summary-style Question Answeringnlpllm chat instruction11Apr 30, 2026
Chain-of-Thought Compressionllm chat instructionnlp11Apr 30, 2026