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Concept Prediction on CUB-Incomp (test)
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94.5
Mean Concept AUC
IntCEM
90.7352
91.7126
92.69
93.6674
Sep 29, 2023
Mean Concept AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Concept AUC
IntCEM
lambda_roll=0.1
2023.09
94.5
IntCEM
lambda_roll=1
2023.09
94.42
Ind. CBM
Training paradigm=Inde...
2023.09
93.65
Seq. CBM
Training paradigm=Sequ...
2023.09
93.65
Joint CBM
Bottleneck activation...
2023.09
92.87
IntCEM
lambda_roll=5
2023.09
92.7
CEM
2023.09
91.15
Joint CBM
Bottleneck activation...
2023.09
90.88
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