Jiaqi Zhang

CodecArena: Codec Quality Assessment via Visual Reinforcement Learning

This work proposes CodecArena, the first vision-language framework for video coding quality assessment, casting codec evaluation as source-conditioned comparative reasoning between a reference and its reconstructions, and achieves state-of-the-art agreement with human judgments on source-disjoint content across diverse...