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Benchmarks
Spatial Causal Inference on SpaCE PM2.5 Components SO4 -> PM2.5, rd=1, OC confounding 1.0 (test)
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1.57
DIR Score
DAPSM
-0.0004
0.4073
0.815
1.2227
Oct 9, 2025
DIR Score
Spillover Error
P-Value
Updated 26d ago
Evaluation Results
Method
Method
Links
DIR Score
Spillover Error
P-Value
DAPSM
2025.10
1.57
-
-
GCNN
2025.10
0.42
-
-
GMERROR
2025.10
0.13
-
-
DURBIN
2025.10
0.13
1
-
S2SLS-LAG1
2025.10
0.13
8
-
SPATIAL+
2025.10
0.12
-
-
E-MAP-SPATIAL+
R=1
2025.10
0.1
5
-
C-VAE-UNET
R=1
2025.10
0.09
12
0.48
SPATIAL
2025.10
0.07
-
-
UNET
2025.10
0.07
5
-
E-MAP-SPATIAL
R=1
2025.10
0.07
5
-
C-VAE-UNET
R=2
2025.10
0.06
7
0.54
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