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ResearchFormerly WizWand

Molecule Generation on QM9 (Structural Validity Checks)

100Atom Connectivity Pass RateZATOM-1-WD

Evaluation results

Method	Links
ZATOM-1-WD2025.10		100	99.91	99.94	100	100	99.79	99.84
DiP-{e}2025.10		100	99.87	99.92	100	100	99.87	100
DiP-Tetra.2025.10		100	99.91	99.95	100	100	99.89	100
ZATOM-12026.02		99.98	99.95	99.97	100	100	99.78	99.81
ZATOM-12025.10		99.98	99.95	99.97	100	99.99	99.78	99.81
Symphony2026.02		99.92	99.56	98.72	100	99.07	95.65	98.16
Symphony2025.10		99.92	99.56	98.72	100	99.07	95.65	98.16
Eq. Diff.2026.02		99.88	99.98	100	100	98.58	94.88	99.79
Eq. Diff.2025.10		99.88	99.98	100	100	98.58	94.88	99.79
ADiT2026.02		99.7	99.85	99.41	100	99.98	95.86	99.79
ADiT2025.10		99.7	99.85	99.41	100	99.98	95.86	99.79