Spatiotemporal Imputation on Air-36 (20% point missing)
9.54MAEGiFlow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GiFlowMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 9.54 | 18.1 | 21.27 | |
| GRINMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 9.94 | 19.09 | 21.95 | |
| CoSTIMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 9.95 | 19.66 | 22.08 | |
| OPCRMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 10.03 | 19.32 | 21.61 | |
| PriSTIMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 10.29 | 19.66 | 21.91 | |
| LinearMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 11.02 | 21.28 | 27.68 | |
| SPINMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 11.05 | 20.97 | 22.26 | |
| BRITSMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 14.23 | 24.64 | 31.42 | |
| SAITSMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 14.32 | 23.85 | 31.62 | |
| FPMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 16.51 | 28.68 | 38.51 | |
| Mean-SMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 19.22 | 31.81 | 45.6 | |
| KNNMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 20.33 | 34.25 | 41.74 | |
| Mean-TMissing Strategy=point missing, Missing Rate (ρ)=20%2026.06 | 30.39 | 44.83 | 83.64 |