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ResearchFormerly WizWand

Time Series Imputation on Yeast

5.95MAEFADTI
-8.2809287.77779183.8365279.89521Dec 17, 2025
Updated 8mo ago

Evaluation results

MethodLinks
FADTIMissing Pattern=Point, Missing Rate=0.12025.125.95
CSDIMissing Pattern=Point, Missing Rate=0.12025.127.013
MTSCIMissing Pattern=Point, Missing Rate=0.12025.127.392
FADTIMissing Pattern=Point, Missing Rate=0.52025.129.438
MTSCIMissing Pattern=Point, Missing Rate=0.52025.1210.238
CSDIMissing Pattern=Point, Missing Rate=0.52025.1210.876
FADTIMissing Pattern=Time, Missing Rate=0.12025.1216.987
TimesNetMissing Pattern=Point, Missing Rate=0.12025.1217.038
MTSCIMissing Pattern=Time, Missing Rate=0.12025.1217.58
TimesNetMissing Pattern=Point, Missing Rate=0.52025.1218.939
MTSCIMissing Pattern=Time, Missing Rate=0.52025.1219.449
FADTIMissing Pattern=Time, Missing Rate=0.52025.1219.493
CSDIMissing Pattern=Time, Missing Rate=0.12025.1220.138
BRITSMissing Pattern=Point, Missing Rate=0.12025.1220.388
TimesNetMissing Pattern=Time, Missing Rate=0.12025.1221.429
CSDIMissing Pattern=Time, Missing Rate=0.52025.1221.546
BRITSMissing Pattern=Time, Missing Rate=0.12025.1224.176
TimesNetMissing Pattern=Time, Missing Rate=0.52025.1228.751
BRITSMissing Pattern=Point, Missing Rate=0.52025.1231.619
BRITSMissing Pattern=Time, Missing Rate=0.52025.1246.691
SAITSMissing Pattern=Point, Missing Rate=0.12025.1263.263
SAITSMissing Pattern=Point, Missing Rate=0.52025.1278.286
KNNMissing Pattern=Time, Missing Rate=0.12025.12137.051
KNNMissing Pattern=Point, Missing Rate=0.12025.12137.771
KNNMissing Pattern=Time, Missing Rate=0.52025.12141.542
KNNMissing Pattern=Point, Missing Rate=0.52025.12144.068
MedianMissing Pattern=Point, Missing Rate=0.12025.12168.183
MedianMissing Pattern=Time, Missing Rate=0.12025.12168.607
MedianMissing Pattern=Time, Missing Rate=0.52025.12168.661
MedianMissing Pattern=Point, Missing Rate=0.52025.12169.279
MeanMissing Pattern=Time, Missing Rate=0.12025.12190.532
MeanMissing Pattern=Point, Missing Rate=0.12025.12190.875
MeanMissing Pattern=Time, Missing Rate=0.52025.12191.12
MeanMissing Pattern=Point, Missing Rate=0.52025.12191.444
SAITSMissing Pattern=Time, Missing Rate=0.12025.12299.771
SAITSMissing Pattern=Time, Missing Rate=0.52025.12361.723