Imputation on PhysioNet
0.72MSEPSW
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PSWMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 0.72 | 0.21 | |
| CSDIMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 0.75 | 0.26 | |
| DRIOMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg), Backbone=BRITS2026.01 | 0.79 | 0.33 | |
| BRITSMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 0.87 | 0.36 | |
| MDOTMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 1.13 | 0.41 | |
| MeanMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 1.35 | 0.45 | |
| MFMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 2.26 | 0.23 | |
| nMWMissing mechanism=MNAR, Missing ratios=10%, 50%, 90% (avg)2026.01 | 7.83 | 1.47 |