Subgraph Counting on Synthetic graphs (test)
0.0118MAE (Triangle)PNA-AK+
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| PNA-AK+2021.02 | 0.0118 | 0.0138 | 0.0166 | 0.0132 | |
| GCN-AK+2021.02 | 0.0137 | 0.0134 | 0.0174 | 0.0174 | |
| GIN-AK+2021.02 | 0.0137 | 0.0112 | 0.015 | 0.015 | |
| CRAWLlayers=6, hidden dimension=256, window size=8, epochs=500, number of models averaged=42021.02 | 0.0208 | 0.0197 | 0.0095 | 0.0322 | |
| PNA2021.02 | 0.3532 | 0.2648 | 0.1278 | 0.243 | |
| GIN2021.02 | 0.3569 | 0.2373 | 0.0224 | 0.2185 | |
| GCN2021.02 | 0.4186 | 0.3248 | 0.1798 | 0.2822 |