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Continuous Treatment Effect Estimation research benchmarks · SOTA2 Research

Continuous Treatment Effect Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TCGA Poisson (test)

2.357AMSE

6

May 25, 2026

News Poisson (test)

2.301AMSE

6

May 25, 2026

Simulation Poisson (test)

0.418AMSE

6

May 25, 2026

TCGA Bernoulli (test)

0.044AMSE

6

May 25, 2026

News Bernoulli (test)

0.142AMSE

6

May 25, 2026

Simulation Bernoulli (test)

0.111AMSE

6

May 25, 2026

0.031RMSE

6

Feb 27, 2026

0.08RMSE

6

Feb 27, 2026

0.037RMSE

6

Feb 27, 2026

0.028RMSE

6

Feb 27, 2026

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TCGA news Simulation SUN Twins

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