Molecular Generation on QM9 (Stability Metrics)
99Atom StabilityData
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Data2025.07 | 99 | 95.2 | 97.7 | 97.7 | |
| GeoLDMS-Time (GPU sec.)=0.64, T-Time (GPU day)=11.7, Traj. Len. (Steps)=10002025.07 | 98.9 | 89.4 | 93.8 | 92.7 | |
| EquiFMS-Time (GPU sec.)=0.17, T-Time (GPU day)=6.2, Traj. Len. (Steps)=2002025.07 | 98.9 | 88.3 | 94.7 | 93.5 | |
| EDMS-Time (GPU sec.)=0.65, T-Time (GPU day)=5.6, Traj. Len. (Steps)=10002025.07 | 98.7 | 82 | 91.9 | 90.7 | |
| GDM-AUGS-Time (GPU sec.)=0.52, T-Time (GPU day)=2.9, Traj. Len. (Steps)=10002025.07 | 97.6 | 71.6 | 90.4 | 89.5 | |
| GraphLDMS-Time (GPU sec.)=0.36, T-Time (GPU day)=5.7, Traj. Len. (Steps)=10002025.07 | 97.2 | 70.5 | 83.6 | 82.7 | |
| G-SchNet2025.07 | 95.7 | 68.1 | 85.5 | 80.3 | |
| ENF2025.07 | 85 | 4.9 | 40.2 | 39.4 |