ResearchBenchmarksBinding Affinity Prediction on PDBbind (Random split)Follow1.214RMSERicciBind1.206441.257471.30851.35953Jun 12, 2026Evaluation ResultsMethodMethodLinksRMSEPearson CorrelationRicciBind2026.061.2140.763EHIGN2026.061.2480.753GIGN2026.061.2640.746EGNN2026.061.2850.73IGN2026.061.2950.732MetalProGNet2026.061.3070.729SS-GNN2026.061.3530.714PotentialNet2026.061.360.691RF-Score2026.061.3740.68SchNet2026.061.3980.672GNN-DTI2026.061.4030.666