ResearchBenchmarks3D Molecular Generation on QM9 (Atom Stability, Molecule Stability, Validity, and V*U)3D Molecular Generation on QM9 (Atom Stability, Molecule Stability, Validity, and V*U)Follow99Atom StabilityUniGEM84.4488.229295.78Mar 10, 2026Evaluation resultsMethodMethodLinksAtom StabilityMolecule StabilityValidityValidity * UniquenessUniGEM2026.039989.89593.2EADSeconds per sample=0.21Seconds per sample=0.212026.039990.395.193.2GeoLDM2026.0398.989.493.892.7EDM-Bridge2026.0398.884.69290.7EDMSeconds per sample=0.20Seconds per sample=0.202026.0398.78291.990.7GDM2026.0397.671.690.489.5G-Schnet2026.0395.768.185.580.3E-NF2026.03854.940.239.4