Node Clustering on Chameleon (test)
0.09ConductanceGAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GATClustering protocol=K-means2023.08 | 0.09 | 0.81 | |
| UGT(K-mean)Clustering protocol=K-means2023.08 | 0.11 | 0.66 | |
| UGTClustering protocol=end-to-end2023.08 | 0.11 | 0.64 | |
| GCNClustering protocol=K-means2023.08 | 0.46 | 0.25 | |
| GCNIIClustering protocol=K-means2023.08 | 0.46 | 0.25 | |
| GINClustering protocol=K-means2023.08 | 0.47 | 0.13 | |
| WRGATClustering protocol=K-means2023.08 | 0.64 | 0.09 | |
| WRGCNClustering protocol=K-means2023.08 | 0.64 | 0.1 | |
| GPSClustering protocol=K-means2023.08 | 0.7 | 0.08 | |
| SANClustering protocol=K-means2023.08 | 0.71 | 0.01 | |
| GATv2Clustering protocol=K-means2023.08 | 0.72 | 0.06 | |
| DeeperGCNClustering protocol=K-means2023.08 | 0.75 | 0.04 | |
| SAGEClustering protocol=K-means2023.08 | 0.77 | 0.03 | |
| GTClustering protocol=K-means2023.08 | 0.78 | 0.02 | |
| SATClustering protocol=K-means2023.08 | 0.8 | -0.08 |