Spatiotemporal Imputation on Synthetic Dataset σ = 0.3 (test)
0.34MAEGiFlow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GiFlownoise_level_sigma=0.3, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.34 | 0.44 | 0.1067 | |
| GRINnoise_level_sigma=0.3, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.35 | 0.46 | 0.1105 | |
| SAITSnoise_level_sigma=0.3, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.36 | 0.47 | 0.1127 | |
| PriSTInoise_level_sigma=0.3, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.37 | 0.47 | 0.1248 | |
| BRITSnoise_level_sigma=0.3, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.39 | 0.64 | 0.1226 | |
| OPCRnoise_level_sigma=0.3, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.44 | 0.57 | 0.1488 | |
| SPINnoise_level_sigma=0.3, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.87 | 1.12 | 0.2982 |