Attributed Graph Clustering on Physics
76NMIlrGAE 8
Evaluation results
| Method | Links | ||
|---|---|---|---|
| lrGAE 8Category=Structure-based2024.10 | 76 | โ | |
| MaskGAECategory=Structure-based2024.10 | 74.9 | โ | |
| lrGAE 6Category=Structure-based2024.10 | 72.1 | โ | |
| NIDDGClusterClustering Time=442.0ms2024.05 | 69.8 | 65.4 | |
| lrGAE 7Category=Structure-based2024.10 | 69 | โ | |
| S2GAECategory=Structure-based2024.10 | 67.9 | โ | |
| S3GCLCategory=Standard GCL2024.10 | 66 | โ | |
| DGClusterClustering Time=547.4ms2024.05 | 65.7 | 49.2 | |
| CCA-SSGCategory=Standard GCL2024.10 | 65.1 | โ | |
| GraphMAE2Category=Feature-based2024.10 | 65.1 | โ | |
| GraphMAECategory=Feature-based2024.10 | 64.6 | โ | |
| EPAGCLCategory=Standard GCL2024.10 | 64.5 | โ | |
| BGRLCategory=Standard GCL2024.10 | 64 | โ | |
| GGDCategory=Standard GCL2024.10 | 63.2 | โ | |
| GRACECategory=Standard GCL2024.10 | 62.8 | โ | |
| GAECategory=Structure-based2024.10 | 61 | โ | |
| DGICategory=Standard GCL2024.10 | 60.2 | โ | |
| DMON2024.05 | 56.7 | 42.4 | |
| NOCD2024.05 | 51.9 | 28.7 | |
| SDCN2024.05 | 50.4 | 39.9 | |
| GAE๐Category=Feature-based2024.10 | 50.3 | โ | |
| DiffPool2024.05 | 48.3 | 24.9 | |
| SBM2024.05 | 45.4 | 30.4 | |
| MinCut2024.05 | 44.7 | 23.7 |