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Molecular Generation on QM9 (Stability Metrics)
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99
Atom Stability
Data
84.44
88.22
92
95.78
Jul 11, 2025
Atom Stability
Molecular Stability
Validity
Validity * Uniqueness
Updated 3mo ago
Evaluation Results
Method
Method
Links
Atom Stability
Molecular Stability
Validity
Validity * Uniqueness
Data
2025.07
99
95.2
97.7
97.7
GeoLDM
S-Time (GPU sec.)=0.64...
2025.07
98.9
89.4
93.8
92.7
EquiFM
S-Time (GPU sec.)=0.17...
2025.07
98.9
88.3
94.7
93.5
EDM
S-Time (GPU sec.)=0.65...
2025.07
98.7
82
91.9
90.7
GDM-AUG
S-Time (GPU sec.)=0.52...
2025.07
97.6
71.6
90.4
89.5
GraphLDM
S-Time (GPU sec.)=0.36...
2025.07
97.2
70.5
83.6
82.7
G-SchNet
2025.07
95.7
68.1
85.5
80.3
ENF
2025.07
85
4.9
40.2
39.4
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