Concept Prediction on CUB-Incomp (test)
94.5Mean Concept AUCIntCEM
Evaluation Results
| Method | Links | |
|---|---|---|
| IntCEMlambda_roll=0.12023.09 | 94.5 | |
| IntCEMlambda_roll=12023.09 | 94.42 | |
| Ind. CBMTraining paradigm=Independent2023.09 | 93.65 | |
| Seq. CBMTraining paradigm=Sequential2023.09 | 93.65 | |
| Joint CBMBottleneck activation function=Logit2023.09 | 92.87 | |
| IntCEMlambda_roll=52023.09 | 92.7 | |
| CEM2023.09 | 91.15 | |
| Joint CBMBottleneck activation function=Sigmoid2023.09 | 90.88 |