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Benchmarks
Arrhythmia Detection on LTAFDB
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97.67
AUROC (Macro)
S4ECG
92.3556
93.7353
95.115
96.4947
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
97.67
97.48
-
97.86
96.72
S4ECG
Model Type=Multi-windo...
2025.10
96.86
96.08
-
97.65
95.03
S4ECG
Model Type=Multi-windo...
2025.10
96.45
94.64
-
98.26
97.92
S4ECG
Model Type=Multi-windo...
2025.10
95.89
95.98
-
95.8
98.84
S4ECG
Model Type=Multi-windo...
2025.10
95.81
94.84
-
96.78
90.53
S4ECG
Model Type=Multi-windo...
2025.10
94.56
93.99
-
95.14
96.28
Single-window Model
Model Type=Single-wind...
2025.10
92.56
94.27
-
90.85
71.8
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