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ResearchFormerly WizWand

Concept Prediction on CUB-Incomp (test)

94.5Mean Concept AUCIntCEM
90.735291.712692.6993.6674Sep 29, 2023
Updated 8mo ago

Evaluation results

MethodLinks
IntCEMlambda_roll=0.12023.0994.5
IntCEMlambda_roll=12023.0994.42
Ind. CBMTraining paradigm=Independent2023.0993.65
Seq. CBMTraining paradigm=Sequential2023.0993.65
Joint CBMBottleneck activation function=Logit2023.0992.87
IntCEMlambda_roll=52023.0992.7
CEM2023.0991.15
Joint CBMBottleneck activation function=Sigmoid2023.0990.88