Time Series Imputation on PEMS-BAY Block missing (test)
1.05MAESPIN-H
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SPIN-H2022.05 | 1.05 | — | — | |
| SPIN2022.05 | 1.06 | — | — | |
| GRIN2021.07 | 1.14 | 6.6 | 1.83 | |
| GRIN2022.05 | 1.14 | — | — | |
| SAITS2022.05 | 1.56 | — | — | |
| MPGRU2021.07 | 1.59 | 14.19 | 2.56 | |
| BRITS2021.07 | 1.7 | 10.5 | 2.72 | |
| BRITS2022.05 | 1.7 | — | — | |
| Transformer2022.05 | 1.7 | — | — | |
| VAR2021.07 | 2.09 | 16.06 | 3.35 | |
| VAR2022.05 | 2.09 | — | — | |
| rGAIN2021.07 | 2.18 | 13.96 | 3.5 | |
| rGAIN2022.05 | 2.18 | — | — | |
| MICE2021.07 | 2.94 | 28.28 | 4.71 | |
| MICE2022.05 | 2.94 | — | — | |
| MF2021.07 | 3.28 | 50.14 | 5.26 | |
| MF2022.05 | 3.28 | — | — | |
| KNN2021.07 | 4.3 | 49.9 | 6.9 | |
| KNN2022.05 | 4.3 | — | — | |
| Mean2021.07 | 5.46 | 87.56 | 8.75 | |
| Mean2022.05 | 5.46 | — | — |