Uncertainty Flagging on Dirty-MNIST (test)
100PrecisionDAUC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DAUCCategory=OOD, Backbone=3-layer CNN, Activation=ReLU, Pooling=MaxPooling, Runs=82022.07 | 100 | 100 | 100 | |
| DAUCCategory=Bnd, Backbone=3-layer CNN, Activation=ReLU, Pooling=MaxPooling, Runs=82022.07 | 95.9 | 96.3 | 96.1 | |
| DAUCCategory=IDM, Backbone=3-layer CNN, Activation=ReLU, Pooling=MaxPooling, Runs=82022.07 | 91.8 | 93.2 | 92.4 |