Time Series Imputation on ETTh1 v1 (test)
0.024MSET1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| T1Point Missing Ratio=0.12026.02 | 0.024 | 0.104 | |
| T1Point Missing Ratio=0.32026.02 | 0.033 | 0.118 | |
| T1Point Missing Ratio=0.52026.02 | 0.048 | 0.139 | |
| T1Point Missing Ratio=Avg2026.02 | 0.049 | 0.138 | |
| PatchTSTPoint Missing Ratio=Avg2026.02 | 0.082 | 0.185 | |
| ModernTCNPoint Missing Ratio=Avg2026.02 | 0.083 | 0.189 | |
| CSDIPoint Missing Ratio=Avg2026.02 | 0.083 | 0.178 | |
| SaitsPoint Missing Ratio=Avg2026.02 | 0.092 | 0.178 | |
| T1Point Missing Ratio=0.72026.02 | 0.093 | 0.193 | |
| BRITSPoint Missing Ratio=Avg2026.02 | 0.121 | 0.223 | |
| PSW-IPoint Missing Ratio=Avg2026.02 | 0.126 | 0.231 | |
| iTransformerPoint Missing Ratio=Avg2026.02 | 0.129 | 0.236 | |
| TimesnetPoint Missing Ratio=Avg2026.02 | 0.13 | 0.237 | |
| TimeMixer++Point Missing Ratio=Avg2026.02 | 0.132 | 0.232 | |
| DLinearPoint Missing Ratio=Avg2026.02 | 0.18 | 0.273 | |
| ImputeFormerPoint Missing Ratio=Avg2026.02 | 0.223 | 0.266 |