Imputation on AQI36 Natural Missing Only (15-30%)
0.226MSET1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| T1Split=Test Set2026.02 | 0.226 | 0.226 | |
| PatchTSTSplit=Test Set2026.02 | 0.262 | 0.303 | |
| TimeMixer++Split=Test Set2026.02 | 0.274 | 0.318 | |
| ModernTCNSplit=Test Set2026.02 | 0.281 | 0.311 | |
| iTransformerSplit=Test Set2026.02 | 0.314 | 0.331 | |
| TimesNetSplit=Test Set2026.02 | 0.337 | 0.337 | |
| DLinearSplit=Test Set2026.02 | 0.338 | 0.343 | |
| ImputeFormerSplit=Test Set2026.02 | 0.447 | 0.411 | |
| SAITSSplit=Test Set2026.02 | 0.469 | 0.4 |