Time-series Imputation on STOCK Original (In-Sample)
0.275MAEPRDIM
Evaluation Results
| Method | Links | |
|---|---|---|
| PRDIMMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.275 | |
| cDiffPuterMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.45 | |
| SAITSMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.498 | |
| BRITSMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.701 | |
| CSDIMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.71 | |
| not-MIWAEMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.759 | |
| MTSCIMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 0.809 | |
| GP-VAEMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 1.01 | |
| TimesNetMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 1.221 | |
| TimeMixer++Missing Mask Distribution=MNAR, Number of Runs=52026.05 | 1.369 | |
| MeanMissing Mask Distribution=MNAR, Number of Runs=52026.05 | 2.039 |