Imputation on Electricity 40% missing rate
0.869MAESAITS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SAITSMissing Rate=40%2022.02 | 0.869 | 1.314 | 46.7 | |
| SAITS-baseMissing Rate=40%2022.02 | 0.873 | 1.325 | 46.7 | |
| TransformerMissing Rate=40%2022.02 | 0.876 | 1.387 | 46.9 | |
| BRITSMissing Rate=40%2022.02 | 0.996 | 1.504 | 53.4 | |
| LastMissing Rate=40%2022.02 | 1.025 | 1.578 | 54.9 | |
| GP-VAEMissing Rate=40%2022.02 | 1.09 | 1.578 | 58.4 | |
| M-RNNMissing Rate=40%2022.02 | 1.269 | 1.884 | 68 | |
| MedianMissing Rate=40%2022.02 | 2.058 | 2.734 | 110.2 |