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. Author manuscript; available in PMC: 2024 Apr 1.
Published in final edited form as: IEEE Trans Artif Intell. 2022 Mar 15;4(2):383–397. doi: 10.1109/tai.2022.3159510

TABLE VI.

OOD detection accuracy in an experiment on CP segmentation. The model was trained on CP-newborn. CP-younger fetus and CP-older fetus are used as OOD.

Method accuracy sensitivity specificity AUC
Proposed method 1.00 1.00 1.00 1.00
UNC-Dropout 0.57 0.54 0.68 0.67
UNC-Ensemble 0.80 0.77 0.81 0.79
Outlier exposure 0.82 0.77 0.81 0.80
Lee-2017 0.70 0.68 0.71 0.73
ODIN 0.67 0.68 0.68 0.70
Mah-Dist 0.80 0.72 0.78 0.77