Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Molecule Generation on QM9 (Validity and Uniqueness Checks)
Loading...
95.26
Validity
Jointly trained ZATOM-1-L
83.0296
86.2048
89.38
92.5552
Feb 24, 2026
Validity
Uniqueness
Updated 1mo ago
Evaluation Results
Method
Method
Links
Validity
Uniqueness
Jointly trained ZATOM-1-L
# Params=160M, Trainin...
2026.02
95.26
96.84
QM9-only PLATOM-1
# Params=23M, Training...
2026.02
95.2
98.13
Jointly trained ZATOM-1-XL
# Params=300M, Trainin...
2026.02
95.19
97.1
Jointly trained ZATOM-1
# Params=80M, Training...
2026.02
94.94
97.16
Jointly trained ADiT
# Params=180M, Trainin...
2026.02
94.45
97.82
GeoLDM
# Params=20M, Training...
2026.02
93.8
98.82
QM9-only ZATOM-1
# Params=80M, Training...
2026.02
92.88
97.71
QM9-only ADiT
# Params=180M, Trainin...
2026.02
92.19
97.9
Equivariant Diffusion
# Params=20M, Training...
2026.02
91.9
98.69
Symphony
# Params=2M, Training...
2026.02
83.5
97.98
Feedback
Search any
task
Search any
task