Time Series Imputation on Yeast
5.95MAEFADTI
Evaluation Results
| Method | Links | |
|---|---|---|
| FADTIMissing Pattern=Point, Missing Rate=0.12025.12 | 5.95 | |
| CSDIMissing Pattern=Point, Missing Rate=0.12025.12 | 7.013 | |
| MTSCIMissing Pattern=Point, Missing Rate=0.12025.12 | 7.392 | |
| FADTIMissing Pattern=Point, Missing Rate=0.52025.12 | 9.438 | |
| MTSCIMissing Pattern=Point, Missing Rate=0.52025.12 | 10.238 | |
| CSDIMissing Pattern=Point, Missing Rate=0.52025.12 | 10.876 | |
| FADTIMissing Pattern=Time, Missing Rate=0.12025.12 | 16.987 | |
| TimesNetMissing Pattern=Point, Missing Rate=0.12025.12 | 17.038 | |
| MTSCIMissing Pattern=Time, Missing Rate=0.12025.12 | 17.58 | |
| TimesNetMissing Pattern=Point, Missing Rate=0.52025.12 | 18.939 | |
| MTSCIMissing Pattern=Time, Missing Rate=0.52025.12 | 19.449 | |
| FADTIMissing Pattern=Time, Missing Rate=0.52025.12 | 19.493 | |
| CSDIMissing Pattern=Time, Missing Rate=0.12025.12 | 20.138 | |
| BRITSMissing Pattern=Point, Missing Rate=0.12025.12 | 20.388 | |
| TimesNetMissing Pattern=Time, Missing Rate=0.12025.12 | 21.429 | |
| CSDIMissing Pattern=Time, Missing Rate=0.52025.12 | 21.546 | |
| BRITSMissing Pattern=Time, Missing Rate=0.12025.12 | 24.176 | |
| TimesNetMissing Pattern=Time, Missing Rate=0.52025.12 | 28.751 | |
| BRITSMissing Pattern=Point, Missing Rate=0.52025.12 | 31.619 | |
| BRITSMissing Pattern=Time, Missing Rate=0.52025.12 | 46.691 | |
| SAITSMissing Pattern=Point, Missing Rate=0.12025.12 | 63.263 | |
| SAITSMissing Pattern=Point, Missing Rate=0.52025.12 | 78.286 | |
| KNNMissing Pattern=Time, Missing Rate=0.12025.12 | 137.051 | |
| KNNMissing Pattern=Point, Missing Rate=0.12025.12 | 137.771 | |
| KNNMissing Pattern=Time, Missing Rate=0.52025.12 | 141.542 | |
| KNNMissing Pattern=Point, Missing Rate=0.52025.12 | 144.068 | |
| MedianMissing Pattern=Point, Missing Rate=0.12025.12 | 168.183 | |
| MedianMissing Pattern=Time, Missing Rate=0.12025.12 | 168.607 | |
| MedianMissing Pattern=Time, Missing Rate=0.52025.12 | 168.661 | |
| MedianMissing Pattern=Point, Missing Rate=0.52025.12 | 169.279 | |
| MeanMissing Pattern=Time, Missing Rate=0.12025.12 | 190.532 | |
| MeanMissing Pattern=Point, Missing Rate=0.12025.12 | 190.875 | |
| MeanMissing Pattern=Time, Missing Rate=0.52025.12 | 191.12 | |
| MeanMissing Pattern=Point, Missing Rate=0.52025.12 | 191.444 | |
| SAITSMissing Pattern=Time, Missing Rate=0.12025.12 | 299.771 | |
| SAITSMissing Pattern=Time, Missing Rate=0.52025.12 | 361.723 |