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Benchmarks
CATE estimation on Binary IV
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0.422
PEHE
CausalFM
0.41052
0.48801
0.5655
0.64299
Jun 12, 2025
PEHE
Updated 1mo ago
Evaluation Results
Method
Method
Links
PEHE
CausalFM
Method Category=Founda...
2025.06
0.422
DeepIV
Method Category=Standa...
2025.06
0.427
KIV
Method Category=Standa...
2025.06
0.454
DMLIV
Method Category=Standa...
2025.06
0.479
DeepGMM
Method Category=Standa...
2025.06
0.503
DoPFN
Method Category=Founda...
2025.06
0.523
DRIV
Method Category=Standa...
2025.06
0.531
MRIV
Method Category=Standa...
2025.06
0.688
DFIV
Method Category=Standa...
2025.06
0.709
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