Time-series Imputation on STOCK (Original Out-of-Sample)
0.254MAEPRDIM
Evaluation Results
| Method | Links | |
|---|---|---|
| PRDIMMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.254 | |
| cDiffPuterMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.406 | |
| SAITSMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.442 | |
| BRITSMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.627 | |
| CSDIMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.641 | |
| not-MIWAEMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.681 | |
| MTSCIMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.736 | |
| GP-VAEMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.902 | |
| TimesNetMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 1.111 | |
| TimeMixer++Missing Mask Distribution=MNAR, Number of Runs=52026.05 | 1.287 | |
| MeanMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 1.949 |