AI RESEARCH

DPC-VQA: Decoupling Quality Perception and Residual Calibration for Video Quality Assessment

arXiv CS.CV

ArXi:2604.12813v1 Announce Type: new Recent multimodal large language models (MLLMs) have shown promising performance on video quality assessment (VQA) tasks. However, adapting them to new scenarios remains expensive due to large-scale re