Imputation on Electricity 30% missing rate
0.79MAESAITS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SAITSMissing Rate=30%2022.02 | 0.79 | 1.223 | 42.3 | |
| SAITS-baseMissing Rate=30%2022.02 | 0.845 | 1.247 | 45.2 | |
| TransformerMissing Rate=30%2022.02 | 0.846 | 1.321 | 45.3 | |
| BRITSMissing Rate=30%2022.02 | 0.943 | 1.435 | 50.4 | |
| LastMissing Rate=30%2022.02 | 1.018 | 1.559 | 54.5 | |
| GP-VAEMissing Rate=30%2022.02 | 1.057 | 1.571 | 56.6 | |
| M-RNNMissing Rate=30%2022.02 | 1.258 | 1.876 | 67.3 | |
| MedianMissing Rate=30%2022.02 | 2.055 | 2.732 | 110 |