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Benchmarks
CATE estimation on IV Continuous
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0.516
PEHE
DeepIV
0.50892
0.55671
0.6045
0.65229
Jun 12, 2025
PEHE
Updated 1mo ago
Evaluation Results
Method
Method
Links
PEHE
DeepIV
Method Category=Standa...
2025.06
0.516
KIV
Method Category=Standa...
2025.06
0.577
CausalFM
Method Category=Founda...
2025.06
0.579
DFIV
Method Category=Standa...
2025.06
0.583
DeepGMM
Method Category=Standa...
2025.06
0.588
DMLIV
Method Category=Standa...
2025.06
0.618
MRIV
Method Category=Standa...
2025.06
0.641
DoPFN
Method Category=Founda...
2025.06
0.675
DRIV
Method Category=Standa...
2025.06
0.693
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