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ResearchFormerly WizWand

Time-series Imputation on STOCK (Original Out-of-Sample)

0.254MAEPRDIM
0.18620.643851.10151.55915May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PRDIMMissing Mask Distribution=MNAR, Number of Runs=52026.050.254
cDiffPuterMissing Mask Distribution=MNAR, Number of Runs=52026.050.406
SAITSMissing Mask Distribution=MNAR, Number of Runs=52026.050.442
BRITSMissing Mask Distribution=MNAR, Number of Runs=52026.050.627
CSDIMissing Mask Distribution=MNAR, Number of Runs=52026.050.641
not-MIWAEMissing Mask Distribution=MNAR, Number of Runs=52026.050.681
MTSCIMissing Mask Distribution=MNAR, Number of Runs=52026.050.736
GP-VAEMissing Mask Distribution=MNAR, Number of Runs=52026.050.902
TimesNetMissing Mask Distribution=MNAR, Number of Runs=52026.051.111
TimeMixer++Missing Mask Distribution=MNAR, Number of Runs=52026.051.287
MeanMissing Mask Distribution=MNAR, Number of Runs=52026.051.949