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Tabular Data Synthesis on collins (Inverse KL)
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0.22
Inverse KL
GOGGLE
0.1936
0.3718
0.55
0.7282
Sep 24, 2024
Inverse KL
Updated 1mo ago
Evaluation Results
Method
Method
Links
Inverse KL
GOGGLE
N_real=200
2024.09
0.22
GOGGLE
N_real=100
2024.09
0.28
TabDDPM
N_real=100
2024.09
0.43
TabDDPM
N_real=200
2024.09
0.44
TVAE
N_real=200
2024.09
0.62
TVAE
N_real=100
2024.09
0.68
CTGAN
N_real=100
2024.09
0.75
TabEBM
N_real=100
2024.09
0.78
NFLOW
N_real=100
2024.09
0.79
ARF
N_real=100
2024.09
0.81
CTGAN
N_real=200
2024.09
0.81
SMOTE
N_real=200
2024.09
0.87
TabEBM
N_real=200
2024.09
0.87
NFLOW
N_real=200
2024.09
0.88
ARF
N_real=200
2024.09
0.88
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