Imputation on Electricity 50% missing rate
0.876MAESAITS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SAITSMissing Rate=50%2022.02 | 0.876 | 1.377 | 46.9 | |
| TransformerMissing Rate=50%2022.02 | 0.895 | 1.41 | 47.9 | |
| SAITS-baseMissing Rate=50%2022.02 | 0.939 | 1.537 | 50.3 | |
| LastMissing Rate=50%2022.02 | 1.032 | 1.595 | 55.2 | |
| BRITSMissing Rate=50%2022.02 | 1.037 | 1.538 | 55.5 | |
| GP-VAEMissing Rate=50%2022.02 | 1.097 | 1.572 | 58.8 | |
| M-RNNMissing Rate=50%2022.02 | 1.283 | 1.902 | 68.7 | |
| MedianMissing Rate=50%2022.02 | 2.053 | 2.728 | 109.9 |