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Benchmarks
SBrad detection on Chapman cohort (external)
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99.6
PRAUC
ECGCLIP-R34
97.624
98.137
98.65
99.163
May 25, 2026
PRAUC
ROAUC
Sensitivity
Specificity
F1 Score
MCC
Updated 8d ago
Evaluation Results
Method
Method
Links
PRAUC
ROAUC
Sensitivity
Specificity
F1 Score
MCC
ECGCLIP-R34
Backbone=ResNet-34
2026.05
99.6
99.8
95.4
99.3
97.1
95.5
ECGCLIP-R18
Backbone=ResNet-18
2026.05
99
99.6
91.2
99
94.5
91.7
Merl-R18
Backbone=ResNet-18
2026.05
98.3
99.4
86.4
99
91.8
87.9
Random Init-R18
Backbone=ResNet-18
2026.05
97.7
99.3
91.3
98.6
94.2
91.2
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