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Benchmarks
Comorbidity Risk Prediction on COPD patient nodes
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0.8339
AUC
CHGRL
0.725324
0.753512
0.7817
0.809888
Dec 22, 2025
AUC
Accuracy
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
Accuracy
F1 Score
CHGRL
lambda=0.005, eta=0.02...
2025.12
0.8339
81.65
80.9
RGCN
2025.12
0.79
77.77
77.29
HGIN
2025.12
0.7764
77.07
75.88
HSAGE
2025.12
0.7555
77.39
75.51
SHGN
2025.12
0.7415
76.43
75.16
RGAT
2025.12
0.7295
72.06
71.2
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