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Lalonde dataset and benchmarks · SOTA2 Research

Research Datasets

Lalonde

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Causal Evaluation

Lalonde Obs

0.28SWD

14

Causal Estimation

Lalonde Posterior

0.016Mean BSE

7

Causal Estimation

Lalonde Prior

3.52Mean BSE

7

Average Treatment Effect Estimation

Lalonde

0.02Running Time (s)

7

Lalonde

467.46Memory Consumption (MB)

7

Average Treatment Effect Estimation

LaLonde

0.033Best Error

2

Heterogeneous Treatment Effect Estimation

LaLonde

0.693Best Performance Score

2

Popular tasks

Average Treatment Effect Estimation Causal Estimation Heterogeneous Treatment Effect Estimation ATE Estimation Causal Evaluation

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