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Causal Effect Estimation on 180 synthetic causal datasets (test)
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0.406
|ATE| Error
TrueIV
0.39032
0.49616
0.602
0.70784
Feb 10, 2026
|ATE| Error
Updated 4d ago
Evaluation Results
Method
Method
Links
|ATE| Error
TrueIV
Downstream=DeepIV, Dat...
2026.02
0.406
ZNet
Downstream=DeepIV, Dat...
2026.02
0.412
GIV
Downstream=DeepIV, Dat...
2026.02
0.429
VIV
Downstream=DeepIV, Dat...
2026.02
0.438
AutoIV
Downstream=DeepIV, Dat...
2026.02
0.44
TARNet
Downstream=N/A, Datase...
2026.02
0.442
ZNet
Downstream=DF IV, Data...
2026.02
0.544
TrueIV
Downstream=DF IV, Data...
2026.02
0.604
VIV
Downstream=DF IV, Data...
2026.02
0.652
AutoIV
Downstream=DF IV, Data...
2026.02
0.705
GIV
Downstream=DF IV, Data...
2026.02
0.798
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