Time-series Imputation on PEMS-Bay (Original In-Sample)
0.154MAEPRDIM
Evaluation Results
| Method | Links | |
|---|---|---|
| PRDIMMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.154 | |
| CSDIMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.158 | |
| cDiffPuterMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.168 | |
| MTSCIMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.179 | |
| BRITSMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.182 | |
| SAITSMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.212 | |
| TimesNetMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.225 | |
| GP-VAEMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.292 | |
| not-MIWAEMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.352 | |
| TimeMixer++Missing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.557 | |
| MeanMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.789 |