ResearchBenchmarksGraph Generation on NCI1Graph Generation on NCI1Follow0MemorizationDiGress-0.040.230.50.77May 7, 2026Evaluation resultsMethodMethodLinksMemorizationNoveltySpearman RhoJSDShared CountWL ScoreAvg DegreeOrbital MetricDiGress2026.05010.9310.038————GraphRNN2026.0501—0.693————DiGress2026.05010.9310.0383170.00210.00030.0031GraphRNN2026.0501—0.69301.33920.00020.0001DGMG-official2026.0501—0.69301.35340.00140.0018LLM-DFSTraining Seed=42Training Seed=422026.05100.9890.015————LLM-DGMGTraining Seed=42Training Seed=422026.05100.9890.018————