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Benchmarks
3D Molecule Generation on QM9 (Atom Stability, Mol Stability, Validity, and Opt-RMSD)
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99.9
Atom Stability
JODO
98.236
98.668
99.1
99.532
May 8, 2026
Atom Stability
Molecule Stability
Validity
Opt-RMSD
Updated 23d ago
Evaluation Results
Method
Method
Links
Atom Stability
Molecule Stability
Validity
Opt-RMSD
JODO
NFE=1000
2026.05
99.9
98.8
96
-
EQGAT-diff
NFE=500
2026.05
99.9
98.7
99
-
Semlaflow
NFE=100
2026.05
99.9
99.56
99.31
0.23
LENSEs
NFE=100
2026.05
99.9
99.68
99.48
0.21
MiDi
NFE=500
2026.05
99.8
97.5
97.9
-
FlowMol
NFE=100
2026.05
99.7
96.2
97.3
-
EDM
NFE=1000
2026.05
98.7
82
91.9
-
GCDM
NFE=1000
2026.05
98.7
85.7
94.8
-
MUDiff
NFE=1000
2026.05
98.3
89.9
95.3
-
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