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Benchmarks
Multi-label diagnostic classification on CPSC2018 12x1 ECG setting
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95.89
AUROC
ImputeECG
94.8084
95.0892
95.37
95.6508
Jul 6, 2026
AUROC
AUPRC
Updated 19d ago
Evaluation Results
Method
Method
Links
AUROC
AUPRC
ImputeECG
Test input=Reconstructed
2026.07
95.89
81.86
Pix2Pix
Test input=Reconstructed
2026.07
95.69
80.94
No imputation
Test input=Masked input
2026.07
95.65
81.34
EKGAN
Test input=Reconstructed
2026.07
95.56
80.91
ECGRecover
Test input=Reconstructed
2026.07
95.55
81.38
CycleGAN
Test input=Reconstructed
2026.07
94.85
78.72
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