Skip to main content
. 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 VIII.

OOD detection accuracy in an experiment where the model was trained on Liver-MRI-DUAL-In and Liver-MRI-DUAL-Out datasets. Images from Liver-MRI-SPIR dataset are OOD.

Method accuracy sensitivity specificity AUC
Proposed method 1.00 1.00 1.00 1.00
UNC-Dropout 0.64 0.61 0.60 0.65
UNC-Ensemble 0.82 0.81 0.84 0.84
Outlier exposure 0.80 0.84 0.75 0.82
Lee-2017 0.77 0.78 0.74 0.78
ODIN 0.60 0.55 0.62 0.59
Mah-Dist 0.66 0.74 0.60 0.70
DkNN 0.59 0.59 0.56 0.57