ResearchBenchmarksNode Classification on Facebook (20% test)Node Classification on Facebook (20% test)Follow94.42Micro-F1LINE82.66885.71988.7791.821Feb 3, 2021Evaluation resultsMethodMethodLinksMicro-F1Macro-F1LINEScalability Category=N...Scalability Category=Non-scalable2021.0294.4294.46DeepwalkScalability Category=N...Scalability Category=Non-scalable2021.0293.4993.54PBGScalability Category=S...Scalability Category=Scalable2021.0292.5892.62CleoraScalability Category=S...Scalability Category=Scalable2021.0291.6591.66GOSHScalability Category=S...Scalability Category=Scalable2021.0283.1283.05