ResearchBenchmarksTotal molecular energy prediction on ECHO-EnergyFollow0.152MSELGSM-0.330522.926496.18359.44051May 12, 2026Evaluation ResultsMethodMethodLinksMSEMAELGSM2026.050.1523.272GPS2026.050.185.257GRIT2026.050.51225.508GRAPHCON2026.050.97514.295DREW2026.051.28111.325PH-DGN2026.051.35916.08A-DGN2026.051.41512.486GCNII2026.051.5613.235SWAN2026.052.65212.629GCN2026.054.56128.112GIN2026.0512.21547.851