A Calibration Audit of Confidence in Feed-Forward 3D Reconstruction
arXiv:2608.29705v1 Announce Type: new Abstract: Feed-forward 3D reconstruction models emit a per-pixel confidence that downstream systems read as a reliability signal. It is trained as a loss weight, not as an uncertainty magnitude, and whether it can be used as an error prediction has not been…