ResearchBenchmarksGraphon Estimation on Synthetic Stochastic Block Models (SBMs) n=2000 1.0Graphon Estimation on Synthetic Stochastic Block Models (SBMs) n=2000 1.0Follow88.4S1 ScoreLG-3.5224820.3420144.206568.07099Jun 1, 2026Evaluation resultsMethodMethodLinksS1 ScoreS2 ScoreS3 ScoreS4 ScoreLGn=2000n=20002026.0688.488.671.940.7SASn=2000n=20002026.0681.382.20.975.8NBDsmoothn=2000n=20002026.060.820.820.820.81USVTn=2000n=20002026.060.320.320.320.45Oursn=2000, initialization...n=2000, initialization=best-performing per setting2026.060.0130.310.310.24