Parameter recovery for all four single-component depolarization models (200 test cases each). Top: posterior median versus injected truth, with 16th–84th percentile error bars; the dashed line indicates perfect recovery. Bottom: residuals; the shaded band spans ± MedAE. Inset: MedAE, mean bias b, and 68% credible-interval coverage C.