Time-series Imputation on Illness (test)
0.037MSET1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| T1missing_pattern=5% point + 0.15% block missing2026.02 | 0.037 | 0.089 | |
| PatchTSTmissing_pattern=5% point + 0.15% block missing2026.02 | 0.125 | 0.224 | |
| iTransformermissing_pattern=5% point + 0.15% block missing2026.02 | 0.158 | 0.237 | |
| TimeMixer++missing_pattern=5% point + 0.15% block missing2026.02 | 0.23 | 0.28 | |
| BRITSmissing_pattern=5% point + 0.15% block missing2026.02 | 0.236 | 0.292 | |
| ModernTCNmissing_pattern=5% point + 0.15% block missing2026.02 | 0.263 | 0.397 | |
| SAITSmissing_pattern=5% point + 0.15% block missing2026.02 | 0.389 | 0.401 | |
| TimesNetmissing_pattern=5% point + 0.15% block missing2026.02 | 0.418 | 0.384 | |
| ImputeFormermissing_pattern=5% point + 0.15% block missing2026.02 | 0.468 | 0.433 | |
| DLinearmissing_pattern=5% point + 0.15% block missing2026.02 | 0.518 | 0.533 | |
| CSDImissing_pattern=5% point + 0.15% block missing2026.02 | 1,182 | 11.52 |