Time Series Imputation on PM2.5 MNAR averaged across missing ratios (test)
0.42MSEPSW
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PSWMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.42 | 0.23 | |
| DRIOMissing mechanism=MNAR, Missing ratios=averaged, Backbone=BRITS2026.01 | 0.63 | 0.39 | |
| BRITSMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 0.91 | 0.44 | |
| CSDIMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.07 | 0.41 | |
| MDOTMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.17 | 0.42 | |
| MeanMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.49 | 0.46 | |
| MFMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 1.76 | 0.36 | |
| notMIWAEMissing mechanism=MNAR, Missing ratios=averaged2026.01 | 3 | 0.83 |