List your company
ResearchFormerly WizWand

Time-series Imputation on PEMS-Bay (Original In-Sample)

0.154MAEPRDIM
0.12860.300050.47150.64295May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PRDIMMissing Mask Distribution=MNAR, Number of Runs=52026.050.154
CSDIMissing Mask Distribution=MNAR, Number of Runs=52026.050.158
cDiffPuterMissing Mask Distribution=MNAR, Number of Runs=52026.050.168
MTSCIMissing Mask Distribution=MNAR, Number of Runs=52026.050.179
BRITSMissing Mask Distribution=MNAR, Number of Runs=52026.050.182
SAITSMissing Mask Distribution=MNAR, Number of Runs=52026.050.212
TimesNetMissing Mask Distribution=MNAR, Number of Runs=52026.050.225
GP-VAEMissing Mask Distribution=MNAR, Number of Runs=52026.050.292
not-MIWAEMissing Mask Distribution=MNAR, Number of Runs=52026.050.352
TimeMixer++Missing Mask Distribution=MNAR, Number of Runs=52026.050.557
MeanMissing Mask Distribution=MNAR, Number of Runs=52026.050.789