JudgeArena: A Unified Framework for Reproducible LLM-Judge Evaluation

Erlis Lushtaku, Bora Kargi, Ali Elganzory +4

LLM-as-a-judge evaluation has become a dominant paradigm for ranking language models, yet the ecosystem remains fragmented: most benchmarks ship their own code base, hardcode a spe…