Spatial Causal Inference on SpaCE PM2.5 (rd=1, rho_pop=1.0) (test)
0.02DIR ErrorC-VAE-SPATIAL+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| C-VAE-SPATIAL+R=12025.10 | 0.02 | 0.02 | 0.51 | |
| SPATIAL2025.10 | 0.02 | — | — | |
| E-MAP-SPATIALR=12025.10 | 0.02 | 0.07 | — | |
| GMERROR2025.10 | 0.03 | — | — | |
| DURBIN2025.10 | 0.03 | 0.07 | — | |
| S2SLS-LAG12025.10 | 0.03 | 0.07 | — | |
| C-VAE-SPATIAL+R=22025.10 | 0.04 | 0.04 | 0.5 | |
| E-MAP-SPATIAL+R=12025.10 | 0.04 | 0.07 | — | |
| SPATIAL+2025.10 | 0.05 | — | — | |
| DAPSM2025.10 | 0.25 | — | — | |
| GCNN2025.10 | 0.36 | — | — | |
| SPATIAL2025.10 | 3 | — | — | |
| E-MAP-SPATIALR=12025.10 | 3 | 7 | — | |
| C-VAE-UNETR=22025.10 | 4 | 7 | 0.51 | |
| GMERROR2025.10 | 5 | — | — | |
| DURBIN2025.10 | 5 | 5 | — | |
| S2SLS-LAG12025.10 | 5 | 4 | — | |
| C-VAE-UNETR=12025.10 | 6 | 16 | 0.53 | |
| UNET2025.10 | 6 | 17 | — | |
| E-MAP-SPATIAL+R=12025.10 | 11 | 6 | — | |
| SPATIAL+2025.10 | 12 | — | — | |
| GCNN2025.10 | 17 | — | — | |
| DAPSM2025.10 | 20 | — | — |