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Causal Inference On Jobs

评估指标

Average Treatment Effect on the Treated Error

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
CFR WASS0.09Estimating individual treatment effect: generalization bounds and algorithms
CFR MMD0.08Estimating individual treatment effect: generalization bounds and algorithms
BART0.08BART: Bayesian additive regression trees
GANITE0.06GANITE: Estimation of Individualized Treatment Effects using Generative Adversarial Nets-
BCAUSS0.05Learning end-to-end patient representations through self-supervised covariate balancing for causal treatment effect estimation-
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Causal Inference On Jobs | SOTA | HyperAI超神经