AI RESEARCH
Ranking Reasoning LLMs under Test-Time Scaling
arXiv CS.LG
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ArXi:2603.10960v1 Announce Type: new Test-time scaling evaluates reasoning LLMs by sampling multiple outputs per prompt, but ranking models in this regime remains underexplored. We formalize dense benchmark ranking under test-time scaling and