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ResearchFormerly WizWand

Time-series Imputation on PEMS-Bay (Original Out-of-Sample)

0.17MAEPRDIM
0.144280.317890.49150.66511May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PRDIMMissing Mask Distribution=MNAR, Number of Runs=52026.050.17
CSDIMissing Mask Distribution=MNAR, Number of Runs=52026.050.177
cDiffPuterMissing Mask Distribution=MNAR, Number of Runs=52026.050.182
MTSCIMissing Mask Distribution=MNAR, Number of Runs=52026.050.193
BRITSMissing Mask Distribution=MNAR, Number of Runs=52026.050.278
TimesNetMissing Mask Distribution=MNAR, Number of Runs=52026.050.291
SAITSMissing Mask Distribution=MNAR, Number of Runs=52026.050.302
GP-VAEMissing Mask Distribution=MNAR, Number of Runs=52026.050.345
not-MIWAEMissing Mask Distribution=MNAR, Number of Runs=52026.050.396
TimeMixer++Missing Mask Distribution=MNAR, Number of Runs=52026.050.579
MeanMissing Mask Distribution=MNAR, Number of Runs=52026.050.813