ResearchBenchmarksCausal effect estimation on CausalSim CosmicFollow0.086EstimateSVAR-FM-0.003440.019780.0430.06622May 11, 2026Evaluation ResultsMethodMethodLinksEstimateTrue ValueSign AccuracyBias ReductionSVAR-FMTarget mapping=σ→XmaxTarget mapping=σ→Xmax2026.050.0860.078——Obs.Target mapping=σ→NµTarget mapping=σ→Nµ2026.050.0130——SVAR-FMTarget mapping=σ→NµTarget mapping=σ→Nµ2026.0500—100