Are Arabic Benchmarks Reliable? QIMMA's Quality-First Approach to LLM Evaluation

Leen AlQadi, Ahmed Alzubaidi, Mohammed Alyafeai +6

We present QIMMA, a quality-assured Arabic LLM leaderboard that places systematic benchmark validation at its core. Rather than aggregating existing resources as-is, QIMMA applies…