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Benchmarks
NSR Classification on CPSC2018 (external cohort)
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37.2
PRAUC
Merl-R18
29.816
31.733
33.65
35.567
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
Merl-R18
Backbone=ResNet-18
2026.05
37.2
78.3
93.9
38.1
31.5
0.23
Random Init-R18
Backbone=ResNet-18, In...
2026.05
35.8
77.8
94.8
37.1
31.4
0.231
ECGCLIP-R18
Backbone=ResNet-18
2026.05
31.9
77.4
94.2
38.2
31.6
0.233
ECGCLIP-R34
Backbone=ResNet-34
2026.05
30.1
76.9
95.5
37.1
31.6
0.236
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