Time Series Imputation on ETT Point-wise missing
2.657MAPEFADTI
Evaluation results
| Method | Links | |
|---|---|---|
| FADTIMissing Rate=0.52025.12 | 2.657 | |
| BRITSMissing Rate=0.12025.12 | 2.753 | |
| FADTIMissing Rate=0.12025.12 | 3.132 | |
| MTSCIMissing Rate=0.12025.12 | 3.138 | |
| TimeMixerMissing Rate=0.52025.12 | 3.14 | |
| TimeMixerMissing Rate=0.12025.12 | 3.147 | |
| MTSCIMissing Rate=0.52025.12 | 3.501 | |
| CSDIMissing Rate=0.52025.12 | 3.641 | |
| CSDIMissing Rate=0.12025.12 | 4.12 | |
| BRITSMissing Rate=0.52025.12 | 4.943 | |
| TimesNetMissing Rate=0.52025.12 | 5.753 | |
| TimesNetMissing Rate=0.12025.12 | 6.163 | |
| TimeMixer++Missing Rate=0.12025.12 | 7.026 | |
| TimeMixer++Missing Rate=0.52025.12 | 8.369 | |
| SAITSMissing Rate=0.12025.12 | 9.364 | |
| SAITSMissing Rate=0.52025.12 | 13.13 |