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Benchmarks
Imputation and Heartbeat Detection on mHealth ECG
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0.0194
MSE
BDC Trans
0.017892
0.028071
0.03825
0.048429
Dec 14, 2022
MSE
F1 Score
Precision
Sensitivity
Updated 4d ago
Evaluation Results
Method
Method
Links
MSE
F1 Score
Precision
Sensitivity
BDC Trans
2022.12
0.0194
64
83
52
DeepMVI
2022.12
0.0276
5
49
2
Conv9 Trans
2022.12
0.0299
1
47
0
FFT
2022.12
0.035
9
7
16
Vanilla Trans
2022.12
0.0368
2
15
1
NAOMI
2022.12
0.0392
5
13
3
BRITS
2022.12
0.0445
1
32
1
Lin Interp
2022.12
0.0467
1
62
0
Mean Filling
2022.12
0.0531
1
60
0
BRITS w/ GAIL
adversarial training=GAIL
2022.12
0.0571
5
8
3
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