ECG Anonymization on PhysioNet Benchmark Shared 500-window four-database (test) benchmark leaderboard · SOTA2 Research

ECG Anonymization on PhysioNet Benchmark Shared 500-window four-database (test)

0.966ReID ScorePrivECG

Evaluation Results

Method	Links
PrivECG2026.07		0.966	0.976	0.978	0.98	0.9981	0.3
Clean (no def.)2026.07		0.964	0.974	0.976	0.978	0.9982	0
Lee et al.2026.07		0.882	0.912	0.94	0.968	0.9975	3.17
TransECG2026.07		0.25	0.61	0.478	0.754	0.8185	14.8
REACT2026.07		0.21	0.584	0.462	0.818	0.9034	18.2
Noise-Gauss2026.07		0.058	0.572	0.304	0.77	0.6161	24
Noise-Lap2026.07		0.032	0.568	0.232	0.77	0.4653	33.7
Random chance2026.07		0.005	0.5	0.2	—	—	—
PP-VAE2026.07		0.004	0.452	0.252	0.11	0.6389	11.91
REAN2026.07		0	0.142	0.044	0.974	0.9991	5.56