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ResearchFormerly WizWand

Imputation on Human Activity (test)

0.219MAEBRITS
0.19260.37080.5490.7272May 27, 2018
Updated 8mo ago

Evaluation results

MethodLinks
BRITSModel Type=RNN2018.050.21927.59
BRITS-IModel Type=RNN2018.050.2227.61
RITS-IModel Type=RNN2018.050.2430.1
M-RNNModel Type=RNN2018.050.24831.19
RITSModel Type=RNN2018.050.24831.21
ImputeTSModel Type=Non-RNN2018.050.36345.65
MICEModel Type=Non-RNN2018.050.47757.94
KNNModel Type=Non-RNN2018.050.47958.54
GRU-DModel Type=RNN2018.050.55870.05
MeanModel Type=Non-RNN2018.050.76796.43
MFModel Type=Non-RNN2018.050.879110.44