ResearchBenchmarksGraph Clustering on Roman-empireGraph Clustering on Roman-empireFollow38.8NMIPFGC3.502412.666221.8330.9938Mar 6, 2024Jul 24, 2024Dec 12, 2024May 2, 2025Sep 20, 2025Feb 8, 2026Jun 29, 2026Evaluation resultsMethodMethodLinksNMIAccuracy (ACC)PFGC2024.0338.833.98RGSL2024.0331.2334.57CDC2024.0330.4631.02DCRN2024.0329.532.57CGC2024.0327.2530.16CGSDClustering algorithm v...Clustering algorithm variant=CSpec2026.0613.5—DAEGC2024.0312.6721.23MSGA2024.0312.2519.31CGSDClustering algorithm v...Clustering algorithm variant=K-Means2026.0611.9—FGC2024.034.8614.46