Position: Evaluation of Visual Processing Should Be Human-Centered, Not Metric-Centered

Jinfan Hu, Fanghua Yu, Zhiyuan You +5

This position paper argues that the evaluation of modern visual processing systems should no longer be driven primarily by single-metric image quality assessment benchmarks, partic…