Time Series Imputation on METR-LA Point missing (test)
1.9MAESPIN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SPIN2022.05 | 1.9 | — | — | |
| GRIN2021.07 | 1.91 | 10.41 | 3.3 | |
| GRIN2022.05 | 1.91 | — | — | |
| SPIN-H2022.05 | 1.96 | — | — | |
| Transformer2022.05 | 2.16 | — | — | |
| SAITS2022.05 | 2.26 | — | — | |
| BRITS2021.07 | 2.34 | 16.46 | 4.05 | |
| BRITS2022.05 | 2.34 | — | — | |
| MPGRU2021.07 | 2.44 | 22.17 | 4.22 | |
| VAR2021.07 | 2.69 | 21.1 | 4.66 | |
| VAR2022.05 | 2.69 | — | — | |
| rGAIN2021.07 | 2.83 | 20.03 | 4.91 | |
| rGAIN2022.05 | 2.83 | — | — | |
| MICE2021.07 | 4.42 | 55.07 | 7.65 | |
| MICE2022.05 | 4.42 | — | — | |
| MF2021.07 | 5.56 | 113.46 | 9.62 | |
| MF2022.05 | 5.56 | — | — | |
| Mean2021.07 | 7.56 | 142.22 | 13.1 | |
| Mean2022.05 | 7.56 | — | — | |
| KNN2021.07 | 7.88 | 129.29 | 13.65 | |
| KNN2022.05 | 7.88 | — | — |