HyperAI超神经

Node Classification On Pattern 100K

评估指标

Accuracy (%)

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Accuracy (%)
directional-graph-networks-186.680
inductive-representation-learning-on-large50.516
edge-augmented-graph-transformers-global-self86.816
principal-neighbourhood-aggregation-for-graph86.567
factorizable-graph-convolutional-networks86.57 ± 0.02
residual-gated-graph-convnets84.480
graph-attention-networks75.824
how-powerful-are-graph-neural-networks85.590
geometric-deep-learning-on-graphs-and85.482