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cs.AI2026
OpenDepth: Repurposing Image Editing Priors for Robust Open-World Monocular Depth Estimation
Mengke Zhang, Tianyi Yang, Xinzhuo Li +1
Recently, the integration of generative priors has revolutionized Monocular Depth Estimation (MDE), achieving state-of-the-art (SOTA) performance with remarkably high data efficien…
cs.CV2026
DepthART: Scaling Foundation Monocular Depth to Tiny Models
Feng Xue, Wu Chen, Mingshuai Zhao +7
Recent geometric foundation models (e.g., Metric3D, Depth Anything and UniDepth) have substantially improved monocular depth estimation (MDE) in both cross-scene generalization and…