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ResearchFormerly WizWand

Imputation on Sleep EDF Drop 6 Channel

98.04PRDiTransformer
97.1816102.9758108.77114.5642Nov 27, 2025
Updated 8mo ago

Evaluation results

MethodLinks
iTransformerDrop Length=9002025.1198.042.27778.01
iTransformerDrop Length=12002025.1198.582.481,038.9
iTransformerDrop Length=15002025.1198.872.61,296.59
iTransformerDrop Length=20002025.1199.192.831,704.9
PatchTSTDrop Length=9002025.11101.492.3750.12
PatchTSTDrop Length=12002025.11102.732.511,036.82
PatchTSTDrop Length=15002025.11103.782.651,321.37
TimeMixerDrop Length=9002025.11104.912.36814.34
PatchTSTDrop Length=20002025.11105.492.891,830.17
TimeMixerDrop Length=12002025.11105.522.561,098.71
TimeMixerDrop Length=15002025.11106.272.691,394.78
TimeMixerDrop Length=20002025.11107.982.931,973.19
TimesNetDrop Length=9002025.11108.492.37882.45
TimesNetDrop Length=12002025.11109.052.571,181.19
TimesNetDrop Length=15002025.11110.012.711,537.86
TimesNetDrop Length=20002025.11110.242.932,157.6
RFAMoEDrop Length=20002025.11110.723.092,011.19
RFAMoEDrop Length=9002025.11115.22.62957.15
DeScoD-ECGDrop Length=20002025.11115.273.22,142.22
RFAMoEDrop Length=12002025.11116.012.851,304.58
RFAMoEDrop Length=15002025.11116.62.981,646.59
DeScoD-ECGDrop Length=15002025.11118.623.031,684.37
DeScoD-ECGDrop Length=12002025.11119.312.911,351.14
DeScoD-ECGDrop Length=9002025.11119.52.71,001.28