Tag
QIMMA is a new quality-first Arabic LLM leaderboard introduced by TII UAE that validates benchmarks before evaluation to ensure accurate performance measurement. It addresses systematic quality issues in existing Arabic NLP benchmarks through a rigorous multi-stage validation pipeline.