Time Series Imputation on PEMS08 MNAR (test)
0.38MSEPSW
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PSWMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.38 | 0.09 | |
| DRIOMissing mechanism=MNAR, Missing ratios=averaged, Backbone=BRITS2026.01 | 0.52 | 0.29 | |
| BRITSMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.54 | 0.32 | |
| MDOTMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.65 | 0.25 | |
| MeanMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.2 | 0.31 | |
| MFMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 2.37 | 0.46 | |
| notMIWAEMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 2.83 | 0.89 | |
| CSDIMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 49.76 | 2.53 |