Imputation on Electricity 60% missing rate
0.891MAETransformer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TransformerMissing Rate=60%2022.02 | 0.891 | 1.404 | 47.7 | |
| SAITSMissing Rate=60%2022.02 | 0.892 | 1.328 | 47.9 | |
| SAITS-baseMissing Rate=60%2022.02 | 0.969 | 1.565 | 51.9 | |
| LastMissing Rate=60%2022.02 | 1.04 | 1.615 | 55.7 | |
| GP-VAEMissing Rate=60%2022.02 | 1.101 | 1.616 | 59 | |
| BRITSMissing Rate=60%2022.02 | 1.101 | 1.602 | 59 | |
| M-RNNMissing Rate=60%2022.02 | 1.298 | 1.912 | 69.4 | |
| MedianMissing Rate=60%2022.02 | 2.057 | 2.734 | 110.2 |