Imputation on Human Activity (test)
0.219MAEBRITS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BRITSModel Type=RNN2018.05 | 0.219 | 27.59 | |
| BRITS-IModel Type=RNN2018.05 | 0.22 | 27.61 | |
| RITS-IModel Type=RNN2018.05 | 0.24 | 30.1 | |
| M-RNNModel Type=RNN2018.05 | 0.248 | 31.19 | |
| RITSModel Type=RNN2018.05 | 0.248 | 31.21 | |
| ImputeTSModel Type=Non-RNN2018.05 | 0.363 | 45.65 | |
| MICEModel Type=Non-RNN2018.05 | 0.477 | 57.94 | |
| KNNModel Type=Non-RNN2018.05 | 0.479 | 58.54 | |
| GRU-DModel Type=RNN2018.05 | 0.558 | 70.05 | |
| MeanModel Type=Non-RNN2018.05 | 0.767 | 96.43 | |
| MFModel Type=Non-RNN2018.05 | 0.879 | 110.44 |