Spatial Causal Inference on SpaCE PM2.5 Components SO4 -> PM2.5, rd=1, OC confounding 1.0 (test)
1.57DIR ScoreDAPSM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DAPSM2025.10 | 1.57 | — | — | |
| GCNN2025.10 | 0.42 | — | — | |
| GMERROR2025.10 | 0.13 | — | — | |
| DURBIN2025.10 | 0.13 | 1 | — | |
| S2SLS-LAG12025.10 | 0.13 | 8 | — | |
| SPATIAL+2025.10 | 0.12 | — | — | |
| E-MAP-SPATIAL+R=12025.10 | 0.1 | 5 | — | |
| C-VAE-UNETR=12025.10 | 0.09 | 12 | 0.48 | |
| SPATIAL2025.10 | 0.07 | — | — | |
| UNET2025.10 | 0.07 | 5 | — | |
| E-MAP-SPATIALR=12025.10 | 0.07 | 5 | — | |
| C-VAE-UNETR=22025.10 | 0.06 | 7 | 0.54 |