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ResearchFormerly WizWand

Time Series Imputation on Weather Point-wise missing (MAPE)

47.52MAPEMTSCI
33.23324129.66887226.1045322.54013Dec 17, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MTSCIMissing Rate=0.12025.1247.52
BRITSMissing Rate=0.12025.1247.646
FADTIMissing Rate=0.52025.1248.685
MTSCIMissing Rate=0.52025.1255.445
FADTIMissing Rate=0.12025.1255.496
CSDIMissing Rate=0.12025.1258.883
BRITSMissing Rate=0.52025.1258.985
CSDIMissing Rate=0.52025.1267.633
SAITSMissing Rate=0.12025.1270.991
TimesNetMissing Rate=0.52025.1275.549
TimesNetMissing Rate=0.12025.1283.147
SAITSMissing Rate=0.52025.12145.772
TimeMixerMissing Rate=0.52025.12165.654
TimeMixerMissing Rate=0.12025.12178.898
TimeMixer++Missing Rate=0.52025.12240.239
TimeMixer++Missing Rate=0.12025.12404.689