VersusQ: Pairwise Margin Reasoning for Generalizable Video Quality Assessment

Shibei Meng, Binxin Yang, Yuan Liu +4

Large Multimodal Models (LMMs) have shown promise for video quality assessment, but most methods still predict an absolute score for each video. Such pointwise supervision often mi…