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ResearchFormerly WizWand

Time Series Imputation on GasSensor MNAR averaged across missing ratios (test)

0.02MSEPSW
-0.03520.33740.711.0826Jan 31, 2026
Updated 8mo ago

Evaluation results

MethodLinks
PSWMissing mechanism=MNAR, Missing ratios=averaged2026.010.020.02
BRITSMissing mechanism=MNAR, Missing ratios=averaged2026.010.080.1
DRIOMissing mechanism=MNAR, Missing ratios=averaged, Backbone=BRITS2026.010.090.06
MDOTMissing mechanism=MNAR, Missing ratios=averaged2026.010.410.28
MFMissing mechanism=MNAR, Missing ratios=averaged2026.010.570.15
CSDIMissing mechanism=MNAR, Missing ratios=averaged2026.010.640.35
notMIWAEMissing mechanism=MNAR, Missing ratios=averaged2026.011.280.57
MeanMissing mechanism=MNAR, Missing ratios=averaged2026.011.40.44