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Benchmarks
ECG Classification on PTB-XL 100 Hz
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94.1
Accuracy (All)
Chimera
85.364
87.632
89.9
92.168
Jun 6, 2024
Accuracy (All)
Accuracy (Diagnosis)
Accuracy (Sub-diagnosis)
Accuracy (Super-diagnosis)
Accuracy (Form)
Accuracy (Rhythm)
Updated 2d ago
Evaluation Results
Method
Method
Links
Accuracy (All)
Accuracy (Diagnosis)
Accuracy (Sub-diagnosis)
Accuracy (Super-diagnosis)
Accuracy (Form)
Accuracy (Rhythm)
Chimera
2024.06
94.1
94.7
93.5
93
90.1
97.5
S4
2024.06
93.8
93.9
92.9
93.1
89.5
97.7
SpaceTime
2024.06
93.6
94.1
93.3
92.9
88.3
96.7
Inception
2024.06
92.5
93.1
93
92.1
89.9
95.3
xRN-101
2024.06
92.5
93.7
92.9
92.8
89.6
95.7
LSTM
2024.06
90.7
92.7
92.8
92.7
85.1
95.3
Transformer
2024.06
85.7
87.6
88.2
88.7
77.1
83.1
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