When Metrics Disagree: A Meta-Analysis of Knowledge-Graph-Completion Model Benchmarking

Haji Gul, Ajaz Ahmad Bhat

Evaluating Knowledge Graph Completion (KGC) models remains challenging because standard assessment relies on isolated rank-based metrics such as MRR, Hits$@$k, and Mean Rank, which…