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Benchmarks
Spatial Causal Inference on SpaCE - Air Pollution and Mortality PM2.5 (rd=1, qsummer v1.0 test)
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0.02
Directional Error
C-VAE-SPATIAL+
0.0044
0.1097
0.215
0.3203
Oct 9, 2025
Directional Error
Spillover Error
P-Value
Updated 26d ago
Evaluation Results
Method
Method
Links
Directional Error
Spillover Error
P-Value
C-VAE-SPATIAL+
R=1
2025.10
0.02
0.02
0.53
SPATIAL
2025.10
0.02
-
-
E-MAP-SPATIAL
R=1
2025.10
0.02
0.07
-
C-VAE-SPATIAL+
R=2
2025.10
0.04
0.04
0.51
SPATIAL+
2025.10
0.05
-
-
E-MAP-SPATIAL+
R=1
2025.10
0.05
0.07
-
GMERROR
2025.10
0.2
-
-
DURBIN
2025.10
0.2
0.06
-
S2SLS-LAG1
2025.10
0.2
0.06
-
DAPSM
2025.10
0.3
-
-
GCNN
2025.10
0.41
-
-
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