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