Imputation on Electricity 80% missing rate
0.908MAESAITS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SAITSMissing Rate=80%2022.02 | 0.908 | 1.327 | 48.6 | |
| TransformerMissing Rate=80%2022.02 | 0.924 | 1.472 | 49.5 | |
| SAITS-baseMissing Rate=80%2022.02 | 1.012 | 1.608 | 54.2 | |
| LastMissing Rate=80%2022.02 | 1.059 | 1.663 | 56.7 | |
| GP-VAEMissing Rate=80%2022.02 | 1.062 | 1.621 | 56.8 | |
| BRITSMissing Rate=80%2022.02 | 1.138 | 1.665 | 61 | |
| M-RNNMissing Rate=80%2022.02 | 1.318 | 1.951 | 70.5 | |
| MedianMissing Rate=80%2022.02 | 2.059 | 2.734 | 110.2 |