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Benchmarks
Spatial Causal Inference on SpaCE PM2.5 Components (SO4 -> PM2.5, rd=2, Conf: OC) v1.0 (test)
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1.24
Direct Effect (DIR)
DAPSM
-0.0184
0.3083
0.635
0.9617
Oct 9, 2025
Direct Effect (DIR)
Spillover Metric (SPILL)
P-Value
Updated 26d ago
Evaluation Results
Method
Method
Links
Direct Effect (DIR)
Spillover Metric (SPILL)
P-Value
DAPSM
2025.10
1.24
-
-
SPATIAL
2025.10
0.4
-
-
E-MAP-SPATIAL
R=2
2025.10
0.4
36
-
GCNN
2025.10
0.3
-
-
DURBIN
2025.10
0.22
58
-
GMERROR
2025.10
0.21
-
-
S2SLS-LAG1
2025.10
0.21
49
-
C-VAE-SPATIAL+
R=1
2025.10
0.03
32
0.5
C-VAE-SPATIAL+
R=2
2025.10
0.03
32
0.5
SPATIAL+
2025.10
0.03
-
-
E-MAP-SPATIAL+
R=2
2025.10
0.03
37
-
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