Table 12.
The feature-level comparison of different methods in PTB-XL and CPSC2018
| Dataset | Method | Input | MHRSD | MHRCV | MHRRange |
|---|---|---|---|---|---|
| PTB-XL | Original | * | 2.2137 | 3.21% | 7.2195 |
| Garg et al.30 | Lead II | 1.1608 | 1.70% | 3.5872 | |
| MCMA | Lead II | 1.0073 | 1.51% | 3.0958 | |
| Seo et al.32 | Lead I | 1.8943 | 2.74% | 6.3984 | |
| Joo et al.33 | Lead I | 2.6891 | 4.03% | 8.8273 | |
| Zhan et al.35 | Lead I | 2.6952 | 3.82% | 9.0689 | |
| MCMA | Lead I | 1.1164 | 1.63% | 3.5413 | |
| CPSC2018 | Original | * | 2.1313 | 2.65% | 7.1267 |
| Garg et al.30 | Lead II | 0.9545 | 1.24% | 3.0523 | |
| MCMA | Lead II | 0.7732 | 0.99% | 2.4776 | |
| Seo et al.32 | Lead I | 2.1899 | 2.79% | 7.5269 | |
| Joo et al.33 | Lead I | 2.4136 | 3.31% | 8.1059 | |
| Zhan et al.35 | Lead I | 2.8610 | 3.71% | 9.9589 | |
| MCMA | Lead I | 1.3510 | 1.40% | 4.4984 |