TD-RD: A Top-Down Benchmark with Real-Time Framework for Road Damage Detection. - Xi Xiao; Zhengji Li; Wentao Wang; Jiacheng Xie; Houjie Lin; Swalpa Kumar Roy; Tianyang Wang; Min Xu (ICASSP, 2025)