ResearchBenchmarksDynamic Node Classification on DBLP (Runtime Metrics)Dynamic Node Classification on DBLP (Runtime Metrics)Follow6Training Time (s)CODEN-148.16892.421,9332,973.58Feb 13, 2026Evaluation resultsMethodMethodLinksTraining Time (s)Inference Time (s)CODEN2026.0260.02EvolveGCN2026.028.430.06TGCN2026.0211.120.04MPNN2026.0221.360.04SpikeNet2026.02255.110.12Zebra2026.02435.260.14ASTGCN2026.02439.560.14TGL2026.02868.650.15DNNTSP2026.023,8600.1