ResearchBenchmarksPressure Prediction on Left Ventricle Biomechanics Forward Loading (test)Pressure Prediction on Left Ventricle Biomechanics Forward Loading (test)Follow0.98R^2CGFENet0.94880.95690.9650.9731Feb 6, 2026Evaluation resultsMethodMethodLinksR^2RMSE (mmHg)CGFENetDescription=A0Description=A02026.020.981.7CGFENetDescription=A1 w/o GRUsDescription=A1 w/o GRUs2026.020.982.43CGFENetDescription=A2 w/o glo...Description=A2 w/o global fusion module2026.020.982.12CGFENetDescription=A3 w/o cyc...Description=A3 w/o cycle-consistency2026.020.982.03MeshGraphNetDescription=B2Description=B22026.020.983.63GraphUNetDescription=B1Description=B12026.020.955.83