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Synthetic data generation downstream utility evaluation on CKD dataset
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56.5
Predictive Score
TimeDiff
27.796
35.248
42.7
50.152
Nov 29, 2025
Predictive Score
AUC-ROC
Updated 4d ago
Evaluation Results
Method
Method
Links
Predictive Score
AUC-ROC
TimeDiff
2025.11
56.5
54
DP Normalizing Flows
2025.11
49.7
64.8
SeriesGAN
2025.11
44.8
53.5
TransFusion
2025.11
39.5
45
Augmented TimeGAN
2025.11
38.1
61.5
DP-TimeGAN
2025.11
37
54.9
Real Data
2025.11
28.9
73
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