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Benchmarks
SBrad Classification on PTB-XL (external cohort)
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42.7
PRAUC
Random Init
28.556
32.228
35.9
39.572
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
Random Init
Backbone=ResNet-18
2026.05
42.7
95.7
92.9
87
29.8
0.374
Merl
Backbone=ResNet-18
2026.05
36.6
95.1
91.5
87.5
30.2
0.375
ECGCLIP
Backbone=ResNet-18
2026.05
34.2
94.9
93.4
86.4
29
0.368
ECGCLIP
Backbone=ResNet-34
2026.05
29.1
94.6
94.8
85.5
28
0.361
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