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Causal Effect Estimation on IHDP U -> X (test)
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53.4
Mean Absolute ATE Prop Error
TrueIV
51.912
61.956
72
82.044
Feb 10, 2026
Mean Absolute ATE Prop Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Mean Absolute ATE Prop Error
TrueIV
Downstream Estimator=D...
2026.02
53.4
ZNet
Downstream Estimator=D...
2026.02
62
TARNet
Downstream Estimator=N...
2026.02
66.6
GIV
Downstream Estimator=D...
2026.02
67.2
AutoIV
Downstream Estimator=D...
2026.02
67.7
VIV
Downstream Estimator=D...
2026.02
70.2
ZNet
Downstream Estimator=D...
2026.02
72.9
TrueIV
Downstream Estimator=D...
2026.02
73.6
GIV
Downstream Estimator=D...
2026.02
86
AutoIV
Downstream Estimator=D...
2026.02
87
VIV
Downstream Estimator=D...
2026.02
90.6
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