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Benchmarks
ECG multi-label classification on PhysioNet/CinC Challenge 12-lead 2021
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64.1
AUPRC
1DCNN-ECG-Mamba
49.8624
53.5587
57.255
60.9513
Oct 14, 2025
AUPRC
AUROC
Updated 2mo ago
Evaluation Results
Method
Method
Links
AUPRC
AUROC
1DCNN-ECG-Mamba
Loss Function=Binary C...
2025.10
64.1
96.95
mamba
Loss Function=Binary C...
2025.10
63.12
96.78
AuM
Loss Function=Binary C...
2025.10
63.01
96.71
ECG-Mamba
Loss Function=Binary C...
2025.10
61
96.43
ISIBrno w/o attention
Loss Function=Mixture
2025.10
54.52
88.63
2D-CNN
Loss Function=Binary C...
2025.10
54.39
93.48
ISIBrno
Loss Function=Mixture
2025.10
52.3
89.6
ISIBrno (Random-lead)
Loss Function=Mixture
2025.10
50.41
90.36
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