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Task Predictive Performance on CUB Incomp (test)
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96.52
Accuracy/AUC
IntCEM
37.7392
52.9996
68.26
83.5204
Sep 29, 2023
Accuracy/AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy/AUC
IntCEM
Fraction of concepts i...
2023.09
96.52
IntCEM
Fraction of concepts i...
2023.09
96.52
IntCEM
Fraction of concepts i...
2023.09
94.96
IntCEM
Fraction of concepts i...
2023.09
91.74
IntCEM
Fraction of concepts i...
2023.09
90.69
IntCEM
Fraction of concepts i...
2023.09
85.86
IntCEM
Fraction of concepts i...
2023.09
81.71
IntCEM
Fraction of concepts i...
2023.09
78.34
CEM
2023.09
75.52
IntCEM
lambda_roll=1
2023.09
74.94
IntCEM
lambda_roll=0.1
2023.09
74.66
IntCEM
lambda_roll=5
2023.09
70.39
Joint CBM
Bottleneck activation...
2023.09
68.42
Joint CBM
Bottleneck activation...
2023.09
59.73
Ind. CBM
Training paradigm=Inde...
2023.09
44.82
Seq. CBM
Training paradigm=Sequ...
2023.09
40
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