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Benchmarks
Concept Prediction on CUB (test)
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98.6
Mean Concept AUC
SCBM
89.2712
91.6931
94.115
96.5369
Sep 29, 2023
Jan 30, 2024
Jun 2, 2024
Oct 3, 2024
Feb 4, 2025
Jun 7, 2025
Oct 9, 2025
Mean Concept AUC
Concept Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Concept AUC
Concept Accuracy
SCBM
Covariance=Amortized,...
2025.10
98.6
94.919
PSCBM
Covariance=Amortized,...
2025.10
98.59
94.9605
CBM
Covariance=Amortized,...
2025.10
98.25
94.9403
Joint CBM
Bottleneck activation...
2023.09
94.65
-
IntCEM
lambda_roll=0.1
2023.09
94.46
-
CEM
2023.09
94.46
-
Joint CBM
Bottleneck activation...
2023.09
93.76
-
Seq. CBM
Training paradigm=Sequ...
2023.09
93.68
-
Ind. CBM
Training paradigm=Inde...
2023.09
93.58
-
IntCEM
lambda_roll=1
2023.09
93.39
-
IntCEM
lambda_roll=5
2023.09
89.63
-
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