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Benchmarks
Arrhythmia Detection on MITDB
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94.01
AUROC (Macro)
S4ECG
75.2276
80.1038
84.98
89.8562
Oct 20, 2025
AUROC (Macro)
AUROC (AF)
AUROC (AFLT)
AUROC (N)
Specificity (AF, Sens=0.9)
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC (Macro)
AUROC (AF)
AUROC (AFLT)
AUROC (N)
Specificity (AF, Sens=0.9)
S4ECG
Model Type=Multi-windo...
2025.10
94.01
98.45
98.93
84.65
82.26
S4ECG
Model Type=Multi-windo...
2025.10
93.82
96.15
97.74
87.57
97.43
S4ECG
Model Type=Multi-windo...
2025.10
91.42
95
98.78
80.48
81.91
S4ECG
Model Type=Multi-windo...
2025.10
89.61
92.11
94.34
82.38
79.31
S4ECG
Model Type=Multi-windo...
2025.10
88.8
93.45
94.56
78.38
86.26
Single-window Model
Model Type=Single-wind...
2025.10
84.26
92.59
90.35
69.83
79.62
S4ECG
Model Type=Multi-windo...
2025.10
75.95
84.24
70.25
73.36
51.61
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