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ResearchFormerly WizWand

Time Series Imputation on Weather Time-wise missing

56.548MAPEBRITS
43.87972129.39061214.9015300.41239Dec 17, 2025
Updated 8mo ago

Evaluation results

MethodLinks
BRITSMissing Rate=0.12025.1256.548
FADTIMissing Rate=0.12025.1267.157
FADTIMissing Rate=0.52025.1281.335
TimesNetMissing Rate=0.52025.1283.892
BRITSMissing Rate=0.52025.1298.83
MTSCIMissing Rate=0.52025.12124.21
CSDIMissing Rate=0.12025.12127.624
CSDIMissing Rate=0.52025.12144.451
TimesNetMissing Rate=0.12025.12160.78
MTSCIMissing Rate=0.12025.12164.446
TimeMixerMissing Rate=0.12025.12171.114
TimeMixerMissing Rate=0.52025.12172.899
TimeMixer++Missing Rate=0.52025.12226.294
SAITSMissing Rate=0.52025.12322.303
SAITSMissing Rate=0.12025.12372.039
TimeMixer++Missing Rate=0.12025.12373.255