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Benchmarks
NSR Classification on MIMIC-IV-ECG (external cohort)
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36.7
PRAUC
Random Init-R18
32.332
33.466
34.6
35.734
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
Random Init-R18
Backbone=ResNet-18
2026.05
36.7
79.6
97.8
42
37.8
0.299
ECGCLIP-R18
Backbone=ResNet-18
2026.05
34.5
78.9
96.3
44.9
38.6
0.306
ECGCLIP-R34
Backbone=ResNet-34
2026.05
34.4
78.9
98
42.9
38.2
0.306
Merl-R18
Backbone=ResNet-18
2026.05
32.5
78.7
94.5
47.1
38.9
0.305
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