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Heart-rate prediction on PPG data TSR archive (test)
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0.85
Test L2 Error
LEM
0.456
3.1155
5.775
8.4345
Mar 9, 2021
Apr 13, 2021
May 19, 2021
Jun 24, 2021
Jul 30, 2021
Sep 4, 2021
Oct 10, 2021
Test L2 Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Test L2 Error
LEM
# units=128, # params=67k
2021.10
0.85
UnICORNN (3 layers)
# units=128, # params=34k
2021.10
1.31
UNICORNN
L=3
2021.03
1.39
coRNN
# units=128, # params=34k
2021.10
1.61
expRNN
# units=256, # params=34k
2021.10
1.63
CORNN
2021.03
1.71
EXPRNN
2021.03
1.87
IndRNN (3 layers)
# units=128, # params=34k
2021.10
1.94
INDRNN
L=3
2021.03
2.1
SIGN.-NCDE
2021.03
2.97
chrono-LSTM
# units=128, # params=67k
2021.10
3.31
LSTM
# units=128, # params=67k
2021.10
9.93
LSTM
2021.03
10.7
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