Imputation on Electricity 90% missing rate
0.933MAESAITS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SAITSMissing Rate=90%2022.02 | 0.933 | 1.354 | 49.9 | |
| TransformerMissing Rate=90%2022.02 | 0.934 | 1.491 | 49.8 | |
| SAITS-baseMissing Rate=90%2022.02 | 1.001 | 1.63 | 53.6 | |
| GP-VAEMissing Rate=90%2022.02 | 1.004 | 1.622 | 53.7 | |
| LastMissing Rate=90%2022.02 | 1.07 | 1.69 | 57.3 | |
| BRITSMissing Rate=90%2022.02 | 1.163 | 1.702 | 62.3 | |
| M-RNNMissing Rate=90%2022.02 | 1.331 | 1.961 | 71.3 | |
| MedianMissing Rate=90%2022.02 | 2.056 | 2.723 | 110.1 |