Ha-Thanh Nguyen

Beyond Accuracy: A Dual-Judge Evaluation Protocol for Vision-Language Models in Legally Grounded Tasks

A dual-judge protocol is contributed that pairs a standard 0-10 quality judge with a strict binary semantic-equivalence judge against a human-curated reference to measure not merely whether the two judges disagree but how much and where.