Spatiotemporal Imputation on Synthetic Dataset σ = 0.1 (test)
0.23MAEGiFlow
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GiFlownoise_level_sigma=0.1, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.23 | 0.3 | 6.65 | |
| GRINnoise_level_sigma=0.1, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.24 | 0.31 | 5.98 | |
| SAITSnoise_level_sigma=0.1, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.3 | 0.41 | 7.52 | |
| OPCRnoise_level_sigma=0.1, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.32 | 0.42 | 11.12 | |
| PriSTInoise_level_sigma=0.1, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.32 | 0.36 | 11.21 | |
| BRITSnoise_level_sigma=0.1, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.35 | 0.56 | 7.9 | |
| SPINnoise_level_sigma=0.1, missing_rate_rho=20%, evaluation_seeds=52026.06 | 0.83 | 1.08 | 26.83 |