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Benchmarks
Counterfactual Inference on Counterfactual Ellipses Front-door setting
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1.35
μAPE
OT-FLOW
-262.876
1,520.6495
3,304.175
5,087.7005
Oct 9, 2025
μAPE
Updated 24d ago
Evaluation Results
Method
Method
Links
μAPE
OT-FLOW
NFE=50
2025.10
1.35
OT-FLOW
NFE=10
2025.10
1.37
OT-EBM
NFE=10
2025.10
1.42
OT-EBM
NFE=50
2025.10
1.42
OT-FLOW
NFE=2
2025.10
1.6
OT-EBM
NFE=2
2025.10
1.64
FLOW
NFE=50
2025.10
1.67
EBM
NFE=50
2025.10
1.79
EBM
NFE=10
2025.10
5.79
FLOW
NFE=10
2025.10
5.8
EBM
NFE=2
2025.10
19.7
FLOW
NFE=2
2025.10
19.9
COND_PA,Z
2025.10
6,582
COND_PA
2025.10
6,607
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