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ResearchFormerly WizWand

Concept Prediction on CelebA (test)

0.8825Mean Concept AUCIntCEM
0.8085560.8277530.846950.866147Sep 29, 2023
Updated 8mo ago

Evaluation results

MethodLinks
IntCEMlambda_roll=52023.090.8825
IntCEMlambda_roll=12023.090.8535
IntCEMlambda_roll=0.12023.090.8528
CEM2023.090.8528
Joint CBMBottleneck activation function=Logit2023.090.8285
Ind. CBMTraining paradigm=Independent2023.090.8285
Seq. CBMTraining paradigm=Sequential2023.090.8285
Joint CBMBottleneck activation function=Sigmoid2023.090.8114