Our new X account is live! Follow @wizwand_team for updates
Home
/
Benchmarks
Molecule Generation on QM9 (test) (Stability and RMSD Metrics)
Loading...
99.9
Atom Stability
EQGAT-diff
98.236
98.668
99.1
99.532
Feb 16, 2026
Atom Stability
Molecule Stability
Validity
Optimization RMSD
Updated 4d ago
Evaluation Results
Method
Method
Links
Atom Stability
Molecule Stability
Validity
Optimization RMSD
EQGAT-diff
NFE=500
2026.02
99.9
98.7
99
-
Semlaflow w/ OT
NFE=100
2026.02
99.9
99.56
99.31
0.23
Canon. SemlaFlow w/ OT anneal + PCS
NFE=100
2026.02
99.9
99.62
99.49
0.21
Canon. SemlaFlow w/ Prior + PCS
NFE=100
2026.02
99.9
99.64
99.58
0.17
MiDi
NFE=500
2026.02
99.8
97.5
97.9
-
FlowMol
NFE=100
2026.02
99.7
96.2
97.3
-
EDM
NFE=1000
2026.02
98.7
82
91.9
-
GCDM
NFE=1000
2026.02
98.7
85.7
94.8
-
MUDiff
NFE=1000
2026.02
98.3
89.9
95.3
-
Feedback
Search any
task
Search any
task