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Benchmarks
Multi-label Diagnostic Classification on CPSC2018 Complete ECG setting
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95.98
AUROC
Ground truth
86.8384
89.2117
91.585
93.9583
Jul 6, 2026
AUROC
AUPRC
Updated 18d ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
Ground truth
Test input=Ground truth
2026.07
95.98
81.86
ImputeECG
Test input=Reconstructed
2026.07
95.05
79.8
No imputation
Test input=Masked input
2026.07
93.72
76.46
ECGRecover
Test input=Reconstructed
2026.07
92.99
73.36
Pix2Pix
Test input=Reconstructed
2026.07
92.93
72.65
EKGAN
Test input=Reconstructed
2026.07
92.92
74.31
CycleGAN
Test input=Reconstructed
2026.07
87.19
57.55
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