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Benchmarks
Tabular Data Synthesis on Churn, Liver, and Wilt Mean Performance
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0.831
AUC
SMOTE
0.57724
0.64312
0.709
0.77488
Mar 11, 2026
AUC
TPR@FPR=0.01
Authenticity
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
TPR@FPR=0.01
Authenticity
SMOTE
2026.03
0.831
43.8
0.635
TVAE
2026.03
0.627
6.1
0.743
SynRL
2026.03
0.625
6
0.74
ReTabSyn
2026.03
0.62
6
0.64
TabSyn
2026.03
0.6
5.2
0.671
PTA
2026.03
0.589
5.5
0.652
GReaT
2026.03
0.587
5.4
0.65
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