ResearchBenchmarksWhole-face surface accuracy prediction on 40-patient clinical cohortFollow1.12CD (mm)PINNOCHIO1.07721.36611.6551.9439Jun 1, 2026Evaluation ResultsMethodMethodLinksCD (mm)HD (mm)PWR @ 1mmPWR @ 2mmPINNOCHIOTime(s)=3.24Time(s)=3.242026.061.122.7358.3686.55FEM-RLSETime(s)=1.26×104Time(s)=1.26×1042026.061.33.1650.8380.9DGCFPTime(s)=0.54Time(s)=0.542026.061.714.9447.2872.43ACMT-NetTime(s)=0.10Time(s)=0.102026.062.195.5636.0463.59