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Benchmarks
Statistical Fidelity on Averaged Small Data Splits (Adult, Churn, HTRU2, Magic, Liver, Titanic)
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53
Precision
SMOTE
27
33.75
40.5
47.25
Mar 11, 2026
Precision
Recall
Shape Fidelity
Correlation Coefficient
Updated 1mo ago
Evaluation Results
Method
Method
Links
Precision
Recall
Shape Fidelity
Correlation Coefficient
SMOTE
2026.03
53
32
0.83
0.81
ReTabSyn
2026.03
51
33
0.83
0.83
GReaT
2026.03
44
21
0.8
0.74
PTA
2026.03
43
22
0.79
0.75
TabSyn
2026.03
41
29
0.81
0.8
SynRL
2026.03
30
20
0.78
0.78
TVAE
2026.03
28
18
0.76
0.76
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