SPACE-CLIPv2: Decoding Local Geometry from Frozen CLIP for Monocular Depth Estimation

cs.CV

Submitted: 2026-10-04

Updated: 2026-10-04

Journal ref: 2026 Asian Conference on Computer Vision (ACCV)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Sources

• ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth
• SPACE-CLIP: Spatial Perception via Adaptive CLIP Embeddings for Monocular Depth Estimation
• PureCLIP-Depth: Prompt-Free and Decoder-Free Monocular Depth Estimation within CLIP Embedding Space
• DIODE: A Dense Indoor and Outdoor DEpth Dataset

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