ResearchBenchmarksDynamic Node Classification on Papers100M (Time Metrics)Dynamic Node Classification on Papers100M (Time Metrics)Follow12,300Training Time (s)CODEN-1,36890,891183,150275,409Feb 13, 2026Evaluation resultsMethodMethodLinksTraining Time (s)Inference Time (s)CODEN2026.0212,30020.15TGL2026.02354,000150.45