Imputation and Heartbeat Detection on mHealth PPG
0.0137MSEBDC Trans
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BDC Trans2022.12 | 0.0137 | 81 | 79 | 83 | |
| FFT2022.12 | 0.0549 | 10 | 7 | 16 | |
| Mean Filling2022.12 | 0.0691 | — | — | 0 | |
| Lin Interp2022.12 | 0.0783 | — | — | 0 | |
| DeepMVI2022.12 | 0.0802 | 25 | 31 | 21 | |
| Conv9 Trans2022.12 | 0.0805 | 20 | 20 | 19 | |
| NAOMI2022.12 | 0.0856 | 9 | 9 | 10 | |
| Vanilla Trans2022.12 | 0.0967 | 13 | 15 | 12 | |
| BRITS2022.12 | 0.1064 | 1 | 3 | 1 | |
| BRITS w/ GAILadversarial training=GAIL2022.12 | 0.1102 | 7 | 29 | 4 |