Beyond Accuracy: Human-Likeness in Monocular Depth Estimation Remains Elusive

This ArXiv paper highlights a critical distinction in monocular depth estimation, emphasizing that achieving high accuracy doesn't automatically equate to human-like understanding of scene depth. It encourages researchers to focus on developing models that capture the nuances of human visual perception beyond simple numerical precision.