Heterogeneous Node Classification On Freebase
评估指标
Macro-F1
Micro-F1
评测结果
各个模型在此基准测试上的表现结果
比较表格
| 模型名称 | Macro-F1 | Micro-F1 |
|---|---|---|
| simple-and-efficient-heterogeneous-graph | 50.71 | 63.41 |
| graph-attention-networks | 40.74 | - |
| are-we-really-making-much-progress-revisiting | - | 66.29 |
| heterogeneous-graph-transformer | - | 60.51 |
| efficient-heterogeneous-graph-learning-via | - | 66.55 |
| modeling-relational-data-with-graph | - | 58.33 |
| semi-supervised-classification-with-graph | - | 60.23 |
| slotgat-slot-based-message-passing-for | - | 66.83 |
| scalable-graph-neural-networks-for-1 | - | 63.26 |