书画艺术馆现藏有历代书画、明清圣旨等约2000余件，历代石刻拓片12000余通。明·唐寅《山水长卷》、仇英《山间栈道图》、米万钟《风雨云烟图》、董其昌《山水图》、郑板桥书中堂、左宗棠书对联等名家作品和明万历圣旨等，均为馆藏精品。

Museum of Calligraphy and Painting keeps over 12,000 rubbings of stone sculptures (tapian) and over 2,000 pieces of paper arts covering Royal Decrees of Ming and Qing Dynasty, paintings and calligraphies, the most valuable of which are the Royal Decree issued in the Wanli Reign (1573-1620) of Ming Dynasty, Horizontal Scroll of Landscape by Tang Yin, Wooden Paths Built Along the Face of Cliff by Qiu Ying, Foggy Canyon by Mi Wanzhong, Landscape Painting by Dong Qichang, the central scroll written by Zheng Banqiao, and the antithetical couplets composed by Zuo Zongtang, to name just a few。