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Benchmarks
Imputation on Human Activity (test)
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0.219
MAE
BRITS
0.1926
0.3708
0.549
0.7272
May 27, 2018
MAE
MRE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
MRE
BRITS
Model Type=RNN
2018.05
0.219
27.59
BRITS-I
Model Type=RNN
2018.05
0.22
27.61
RITS-I
Model Type=RNN
2018.05
0.24
30.1
M-RNN
Model Type=RNN
2018.05
0.248
31.19
RITS
Model Type=RNN
2018.05
0.248
31.21
ImputeTS
Model Type=Non-RNN
2018.05
0.363
45.65
MICE
Model Type=Non-RNN
2018.05
0.477
57.94
KNN
Model Type=Non-RNN
2018.05
0.479
58.54
GRU-D
Model Type=RNN
2018.05
0.558
70.05
Mean
Model Type=Non-RNN
2018.05
0.767
96.43
MF
Model Type=Non-RNN
2018.05
0.879
110.44
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