MSD-Score: Multi-Scale Distributional Scoring for Reference-Free Image Caption Evaluation

Shichao Kan, Xuyang Zhang, Haojie Zhang +7

Evaluating image captions without references remains challenging because global embedding similarity often misses fine-grained mismatches such as hallucinated objects, missing attr…