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Causal Effect Estimation on IHDP 40 confounded datasets
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0.566
Mean Abs ATE Prop Error
ZNet
0.54556
0.68353
0.8215
0.95947
Feb 10, 2026
Mean Abs ATE Prop Error
Updated 4d ago
Evaluation Results
Method
Method
Links
Mean Abs ATE Prop Error
ZNet
Downstream estimator=D...
2026.02
0.566
TARNet
Datasets=40
2026.02
0.619
VIV
Downstream estimator=D...
2026.02
0.654
AutoIV
Downstream estimator=D...
2026.02
0.667
GIV
Downstream estimator=D...
2026.02
0.704
ZNet
Downstream estimator=D...
2026.02
0.773
AutoIV
Downstream estimator=D...
2026.02
0.837
VIV
Downstream estimator=D...
2026.02
0.986
GIV
Downstream estimator=D...
2026.02
1.077
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