Spatiotemporal Imputation on Air-36
14.76MAEGiFlow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GiFlowMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 14.76 | 25.33 | 28.95 | |
| PriSTIMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 15.07 | 25.57 | 29.84 | |
| CoSTIMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 15.19 | 26.85 | 30.85 | |
| OPCRMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 15.27 | 25.44 | 33.38 | |
| GRINMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 16.27 | 27.67 | 31.86 | |
| SPINMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 16.59 | 28.07 | 31.17 | |
| FPMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 16.65 | 28.66 | 35.76 | |
| BRITSMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 17.78 | 28.16 | 32.19 | |
| SAITSMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 18.04 | 28.63 | 40.54 | |
| Mean-SMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 19.8 | 32.03 | 44 | |
| KNNMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 20.78 | 34.33 | 40.34 | |
| LinearMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 33.03 | 52.53 | 81.95 | |
| Mean-TMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 41.06 | 59.7 | 102.8 |