Time Series Imputation on ETT Time-wise missing
3.266MAPETimeMixer
Evaluation results
| Method | Links | |
|---|---|---|
| TimeMixerMissing Rate=0.52025.12 | 3.266 | |
| TimeMixerMissing Rate=0.12025.12 | 3.286 | |
| FADTIMissing Rate=0.12025.12 | 4.087 | |
| CSDIMissing Rate=0.12025.12 | 5.061 | |
| BRITSMissing Rate=0.12025.12 | 5.429 | |
| TimesNetMissing Rate=0.12025.12 | 5.792 | |
| MTSCIMissing Rate=0.12025.12 | 8.116 | |
| TimesNetMissing Rate=0.52025.12 | 8.746 | |
| FADTIMissing Rate=0.52025.12 | 9.737 | |
| SAITSMissing Rate=0.12025.12 | 10.979 | |
| BRITSMissing Rate=0.52025.12 | 13.053 | |
| SAITSMissing Rate=0.52025.12 | 13.059 | |
| TimeMixer++Missing Rate=0.12025.12 | 13.11 | |
| CSDIMissing Rate=0.52025.12 | 15.368 | |
| TimeMixer++Missing Rate=0.52025.12 | 18.127 | |
| MTSCIMissing Rate=0.52025.12 | 19.14 |