Concept Prediction on CelebA (test)
0.8825Mean Concept AUCIntCEM
Evaluation Results
| Method | Links | |
|---|---|---|
| IntCEMlambda_roll=52023.09 | 0.8825 | |
| IntCEMlambda_roll=12023.09 | 0.8535 | |
| IntCEMlambda_roll=0.12023.09 | 0.8528 | |
| CEM2023.09 | 0.8528 | |
| Joint CBMBottleneck activation function=Logit2023.09 | 0.8285 | |
| Ind. CBMTraining paradigm=Independent2023.09 | 0.8285 | |
| Seq. CBMTraining paradigm=Sequential2023.09 | 0.8285 | |
| Joint CBMBottleneck activation function=Sigmoid2023.09 | 0.8114 |