A Systematic Survey and Benchmark of Deep Learning for Molecular Property Prediction in the Foundation Model Era. - Zongru Li; Xingsheng Chen; Honggang Wen; Regina Qianru Zhang; Ming Li 065; Xiaojin Zhang 002; Hongzhi Yin; Qiang Yang 001; Kwok-Yan Lam; Pietro Lio; Siu-Ming Yiu (CoRR, 2026)