Spatiotemporal Imputation on AQI
13.74MAEGiFlow
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GiFlowMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 13.74 | 25.43 | 31.09 | |
| GRINMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 14.47 | 25.23 | 33.03 | |
| OPCRMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 14.52 | 25.95 | 31.75 | |
| PriSTIMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 14.54 | 26.61 | 31.77 | |
| SPINMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 14.73 | 26.79 | 32.23 | |
| CoSTIMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 14.78 | 26.71 | 32.36 | |
| FPMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 15.19 | 26.74 | 44.81 | |
| BRITSMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 17.6 | 28.24 | 44.21 | |
| KNNMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 18.58 | 32.8 | 52.55 | |
| SAITSMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 19.45 | 30.85 | 49.86 | |
| LinearMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 23.87 | 40.83 | 69.03 | |
| Mean-TMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 26.81 | 42.69 | 76.71 | |
| Mean-SMissing strategy=block missing, Missing rate (rho)=20%2026.06 | 34.96 | 48.7 | 117.44 |