Evaluating Arabic Large Language Models: A Survey of Benchmarks, Methods, and Gaps

Ahmed Alzubaidi, Shaikha Alsuwaidi, Basma El Amel Boussaha +5

This survey provides the first systematic review of Arabic LLM benchmarks, analyzing 40+ evaluation benchmarks across NLP tasks, knowledge domains, cultural understanding, and spec…