Imputation on Electricity 70% missing rate
0.898MAESAITS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SAITSMissing Rate=70%2022.02 | 0.898 | 1.273 | 48.1 | |
| TransformerMissing Rate=70%2022.02 | 0.92 | 1.437 | 49.3 | |
| SAITS-baseMissing Rate=70%2022.02 | 0.972 | 1.601 | 52 | |
| GP-VAEMissing Rate=70%2022.02 | 1.037 | 1.598 | 55.6 | |
| LastMissing Rate=70%2022.02 | 1.049 | 1.64 | 56.2 | |
| BRITSMissing Rate=70%2022.02 | 1.09 | 1.617 | 58.4 | |
| M-RNNMissing Rate=70%2022.02 | 1.305 | 1.928 | 69.9 | |
| MedianMissing Rate=70%2022.02 | 2.05 | 2.726 | 109.8 |