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Counterfactual Prediction research benchmarks – Page 2 · SOTA2 Research

Counterfactual Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Natural Counterfactuals (LBF)

0.434MAE (do(n1) → n2)

2

Feb 26, 2026

Weak-3DIdent 1.0 (test)

Natural Counterfactuals (Ours)

0.024d

2

Feb 26, 2026

Synthetic cancer simulation dataset sequence length 60, gamma=3 (test)

—

—Primary metric

0

Feb 26, 2026

Synthetic cancer simulation dataset sequence length 60, gamma=2 (test)

—

—Primary metric

0

Feb 26, 2026

Synthetic cancer simulation dataset sequence length 60, gamma=1 (test)

—

—Primary metric

0

Feb 26, 2026

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Popular datasets

Synthetic dataset TOY Synthetic Dynamic Simulation Synthetic cancer simulation dataset MIMIC

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