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Interventional Fidelity Evaluation on DKT-Synth (semi-synthetic)
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0.057
PEHE
Fed-CausalDiff
0.05108
0.09104
0.131
0.17096
Jun 21, 2026
PEHE
ATE
Value Error
Updated 1mo ago
Evaluation Results
Method
Method
Links
PEHE
ATE
Value Error
Fed-CausalDiff
2026.06
0.057
0.045
0.049
Fed-CausalDiff
Ablation=w/o Ldis
2026.06
0.064
0.086
0.117
Fed-CausalDiff
Ablation=w/o DSS (full...
2026.06
0.065
0.088
0.116
CRN
2026.06
0.082
0.133
0.073
FedCM
2026.06
0.101
0.129
0.099
RCGAN
2026.06
0.124
0.094
0.115
TimeGAN
2026.06
0.205
0.045
0.247
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