Time Series Imputation on PEMS-BAY Point missing (test)
0.67MAEGRIN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GRIN2021.07 | 0.67 | 1.55 | 1.08 | |
| GRIN2022.05 | 0.67 | — | — | |
| SPIN2022.05 | 0.7 | — | — | |
| SPIN-H2022.05 | 0.73 | — | — | |
| Transformer2022.05 | 0.74 | — | — | |
| MPGRU2021.07 | 1.11 | 7.59 | 1.77 | |
| VAR2021.07 | 1.3 | 6.52 | 2.07 | |
| VAR2022.05 | 1.3 | — | — | |
| SAITS2022.05 | 1.4 | — | — | |
| BRITS2021.07 | 1.47 | 7.94 | 2.36 | |
| BRITS2022.05 | 1.47 | — | — | |
| rGAIN2021.07 | 1.88 | 10.37 | 3.01 | |
| rGAIN2022.05 | 1.88 | — | — | |
| MICE2021.07 | 3.09 | 31.43 | 4.95 | |
| MICE2022.05 | 3.09 | — | — | |
| MF2021.07 | 3.29 | 51.39 | 5.27 | |
| MF2022.05 | 3.29 | — | — | |
| KNN2021.07 | 4.3 | 49.8 | 6.88 | |
| KNN2022.05 | 4.3 | — | — | |
| Mean2021.07 | 5.42 | 86.59 | 8.67 | |
| Mean2022.05 | 5.42 | — | — |