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Benchmarks
Imputation on Air Quality (test)
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11.56
MAE
BRITS
9.802
21.6685
33.535
45.4015
May 27, 2018
MAE
MRE
Updated 1mo ago
Evaluation Results
Method
Method
Links
MAE
MRE
BRITS
Model Type=RNN
2018.05
11.56
16.65
BRITS-I
Model Type=RNN
2018.05
11.58
16.66
STMVL
Model Type=Non-RNN
2018.05
12.12
17.4
RITS
Model Type=RNN
2018.05
12.19
17.54
RITS-I
Model Type=RNN
2018.05
12.73
18.32
M-RNN
Model Type=RNN
2018.05
14.24
20.43
ImputeTS
Model Type=Non-RNN
2018.05
19.58
27.51
MICE
Model Type=Non-RNN
2018.05
27.42
38.52
MF
Model Type=Non-RNN
2018.05
27.94
39.25
KNN
Model Type=Non-RNN
2018.05
29.79
41.85
Mean
Model Type=Non-RNN
2018.05
55.51
77.97
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