The exterior of the house is painted a dull yellow, which gives it a nostalgic appearance.

dull 是形容词，意思是"暗淡的、不鲜明的"，常用来描述颜色或光线不够明亮鲜艳的状态。在这里形容黄色不够鲜亮，显得比较灰暗。