ResearchBenchmarksNode Classification on Roman Empire 95% (test)Node Classification on Roman Empire 95% (test)Follow56.26AccuracyFSPECGNN44.882447.836250.7953.7438May 7, 2026Evaluation resultsMethodMethodLinksAccuracyFSPECGNNBase Filter=ChebNetIIBase Filter=ChebNetII2026.0556.26FSPECGNNBase Filter=BernNetBase Filter=BernNet2026.0556.16GPRGNN2026.0555.48BernNet2026.0555.3ChebNetII2026.0555.06FSPECGNNBase Filter=ChebNetBase Filter=ChebNet2026.0554.35JacobiConv2026.0552.92ChebNet2026.0545.32