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Multivariate Imputation on HAR L=128 (test)
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0.379
MSE
C-TV-INRs
0.35056
0.54253
0.7345
0.92647
Jun 2, 2025
MSE
MAE
Updated 18d ago
Evaluation Results
Method
Method
Links
MSE
MAE
C-TV-INRs
tau_Train=∼ S, tau_Tes...
2025.06
0.379
0.412
TV-INRs
tau_Train=∼ S, tau_Tes...
2025.06
0.382
0.414
C-TV-INRs
tau_Train=∼ S, tau_Tes...
2025.06
0.523
0.502
TV-INRs
tau_Train=∼ S, tau_Tes...
2025.06
0.533
0.505
C-TV-INRs
tau_Train=∼ S, tau_Tes...
2025.06
0.976
0.708
TV-INRs
tau_Train=∼ S, tau_Tes...
2025.06
0.995
0.722
SAITS
tau_Train=0.80, tau_Te...
2025.06
0.998
0.793
SAITS
tau_Train=0.80, tau_Te...
2025.06
1.001
0.793
SAITS
tau_Train=0.80, tau_Te...
2025.06
1.004
0.793
CSDI
tau_Train=∼ U, tau_Tes...
2025.06
1.083
0.821
CSDI
tau_Train=∼ U, tau_Tes...
2025.06
1.084
0.823
CSDI
tau_Train=∼ U, tau_Tes...
2025.06
1.09
0.826
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