Spatiotemporal Imputation on AQI point missing, ρ=20%
7.83MAEGiFlow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GiFlowMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 7.83 | 17.8 | 16.24 | |
| GRINMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 7.97 | 18.46 | 16.81 | |
| CoSTIMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 8.1 | 18.59 | 17.17 | |
| PriSTIMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 8.17 | 19.85 | 16.37 | |
| OPCRMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 8.4 | 19.3 | 16.91 | |
| SPINMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 8.72 | 19.61 | 18.55 | |
| LinearMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 8.97 | 19.95 | 21.42 | |
| FPMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 15.65 | 27.2 | 45.7 | |
| BRITSMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 16.55 | 26.78 | 41.25 | |
| SAITSMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 17.95 | 28.95 | 44.89 | |
| KNNMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 18.95 | 33.03 | 52.44 | |
| Mean-TMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 20.57 | 33.78 | 55.44 | |
| Mean-SMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 34.93 | 48.94 | 112.45 |