A Calibration Audit of Confidence in Feed-Forward 3D Reconstruction Models
This work shows that the overconfidence appears on unseen scenes even when the model reaches its loss's optimum, andfits a power law on the confidence with two constants per backbone--dataset pair and releases the audit protocol, its results, and the fitted constants per backbone-dataset pair.
Na Deng, Qing Cheng, Niclas Zeller et al.
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