ResearchBenchmarksNode Embedding on Small and medium sized datasets averageFollow0.03Runtime (s)Random-392.8722,259.21654,911.3057,563.3935May 19, 2026Evaluation ResultsMethodMethodLinksRuntime (s)Random2026.050.03DGI2026.058.39ContFUSE2026.0514.16CCA-SSG2026.0524.12COLES2026.0546.51SGCL2026.0591.05VGAE2026.0595.62Node2Vec2026.05118.17DeepWalk2026.05121.69GRACE2026.05309.25MVGRL2026.059,822.58