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Counterfactual Outcome Estimation research benchmarks · SOTA2 Research

Counterfactual Outcome Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Tumor Growth tau=2 synthetic (test)

3.13RMSE

77

Feb 26, 2026

Synthetic data sequence length 40, gamma=3 v1 (test)

1.19NRMSE (T=1)

5

Feb 26, 2026

Synthetic data (sequence length 40, gamma=2) v1 (test)

1.24NRMSE Horizon 1

5

Feb 26, 2026

Synthetic data sequence length 40, gamma=1 v1 (test)

1.01NRMSE (T=1)

5

Feb 26, 2026

ACIC 2016 (Out-of-sample)

1.53RMSE

3

Apr 16, 2026

ACIC 2016 (In-sample)

1.5RMSE

3

Apr 16, 2026

Popular datasets

Synthetic Data ACIC Tumor Growth

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