lotus3dLotus’ superior quality and efficiency also enable a wide range of practical applications, such as joint estimation, singlemulti-view 3D reconstruction, etc. Project page: .Both authors contributed equally. Corresponding author. We present Lotus, a diffusion-based visual foundation model for dense geometry prediction. With minimal training data, Lotus