ResearchBenchmarksCausal Inference on Sachs Additive Noise Semi-syntheticCausal Inference on Sachs Additive Noise Semi-syntheticFollow56RF Accuracy (Observed)DBCM52.8853.6954.555.31Mar 20, 2026Evaluation resultsMethodMethodLinksRF Accuracy (Observed)MMD (Observed)RF Accuracy (Interventional)MMD (Interventional)MAE (Counterfactual)P-ValueDBCM2026.03562.78562.383.030.001KAN2026.03541.36541.953.50.18KAAM2026.03541.35551.963.590.18ANM2026.03531.12531.31.280.5CFlow2026.03531.42531.531.690.396