Node Classification on Synthetic homo ratio 0.8
99.89AccuracyRCL
Evaluation results
| Method | Links | |
|---|---|---|
| RCLBackbone=GCN2023.10 | 99.89 | |
| NeuralSparseBackbone=GIN2023.10 | 99.61 | |
| CLNodesBackbone=GIN2023.10 | 99.6 | |
| GINBackbone=GIN2023.10 | 99.59 | |
| PTDNetBackbone=GCN2023.10 | 99.51 | |
| ProGNNBackbone=GIN2023.10 | 99.51 | |
| PTDNetBackbone=GIN2023.10 | 99.51 | |
| RCLBackbone=GIN2023.10 | 99.32 | |
| GCNBackbone=GCN2023.10 | 99.1 | |
| ProGNNBackbone=GCN2023.10 | 99.04 | |
| CLNodesBackbone=GCN2023.10 | 99.02 | |
| NeuralSparseBackbone=GCN2023.10 | 99.01 | |
| RCLBackbone=GraphSAGE2023.10 | 98.86 | |
| CLNodesBackbone=GraphSAGE2023.10 | 98.33 | |
| PTDNetBackbone=GraphSAGE2023.10 | 97.98 | |
| GraphSAGEBackbone=GraphSAGE2023.10 | 97.78 | |
| ProGNNBackbone=GraphSAGE2023.10 | 97.51 | |
| GNNSVDBackbone=GIN2023.10 | 97.22 | |
| NeuralSparseBackbone=GraphSAGE2023.10 | 97.16 | |
| GNNSVDBackbone=GCN2023.10 | 94.23 | |
| GNNSVDBackbone=GraphSAGE2023.10 | 91.61 |