The Trust Paradox: How CS Researchers Engage LLM Leaderboards

Pouya Sadeghi, Anamaria Crisan, Jimmy Lin

Large language model (LLM) leaderboards rank AI models using standardized benchmarks and have become highly visible across computer science, despite known limitations in their reli…