ResearchBenchmarksGraphon Estimation on Synthetic Graphons n=2000 1.0Follow0.18G1 MetricUSVT0.07520.78261.492.1974Jun 1, 2026Evaluation ResultsMethodMethodLinksG1 MetricG2 MetricG3 MetricG4 MetricG5 MetricG6 MetricUSVTn=2000n=20002026.060.181.70.731.32.70.34SASn=2000n=20002026.060.460.6214241.954.3Oursn=2000, initialization...n=2000, initialization=best-performing per setting2026.060.610.80.810.721.20.92NBDsmoothn=2000n=20002026.060.711.20.880.910.93LGn=2000n=20002026.062.82.21.342.642.855.7