数据集,评价指标,R-GCN,HGT,HGConv,R-HGNN,C&S,HeCo,RHCO
ACM,准确率,0.7750,0.7660,0.7550,0.7220,0.7740,0.8850,0.7330->0.8200
ACM,Macro-F1,0.7556,0.7670,0.6978,0.6409,0.7780,0.8830,0.7050->0.8086
DBLP,准确率,0.9490,0.7860,0.9060,0.8680,0.7970,0.9070,0.8020->0.8840
DBLP,Macro-F1,0.9433,0.7837,0.8951,0.8591,0.7799,0.9032,0.7900->0.8732
ogbn-mag,准确率,0.3720,0.4497,0.4851,0.5201,0.3558,0.3043,0.5215->0.5662
ogbn-mag,Macro-F1,0.1970,0.2853,0.3148,0.3164,0.1863,0.0985,0.3105->0.3433
oag-venue,准确率,0.1577,0.8359,0.8144,0.9615,0.1392,0.1361,0.9607->0.9623
oag-venue,Macro-F1,0.1088,0.7628,0.7486,0.9057,0.0878,0.0681,0.8995->0.9186