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Benchmarks
VPB Classification on CPSC2018 external cohort
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73.1
PRAUC
ECGCLIP-R34
63.636
66.093
68.55
71.007
May 25, 2026
PRAUC
ROC AUC
Sensitivity
Specificity
F1 Score
MCC
Updated 8d ago
Evaluation Results
Method
Method
Links
PRAUC
ROC AUC
Sensitivity
Specificity
F1 Score
MCC
ECGCLIP-R34
Backbone=ResNet-34
2026.05
73.1
88.3
74.3
96.7
72.9
69.8
ECGCLIP-R18
Backbone=ResNet-18
2026.05
67.7
85.7
64.1
97
67.2
63.8
Merl-R18
Backbone=ResNet-18
2026.05
64.7
85.4
59.4
97
64
60.4
Random Init-R18
Backbone=ResNet-18, In...
2026.05
64
84.6
59.3
96.8
63.3
59.6
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