Out of the box age estimation through facial imagery: A Comprehensive Benchmark of Vision-Language Models vs. out-of-the-box Traditional Architectures. - Simiao Ren; Xingyu Shen; Ankit Raj; Albert Dai; Caroline Zhang; Yuan Xu; Zexi Chen; Siqi Wu; Chen Gong; Yuxin Zhang (CoRR, 2026)