Language as Prior, Vision as Calibration: Metric Scale Recovery for Monocular Depth Estimation

Mingxia Zhan, Li Zhang, Beibei Wang +2

Relative-depth foundation models transfer well, yet monocular metric depth remains ill-posed due to unidentifiable global scale and heightened domain-shift sensitivity. Under a fro…