Graph Interpretation on BA-2MOTIFS (AUC, FID, ACC, SPA)
99.83AUCSMGNN+SD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SMGNN+SDBackbone=GraphSAGE2026.05 | 99.83 | 29.6 | 94.5 | 34.65 | |
| SMGNN+SD*Backbone=GraphSAGE2026.05 | 99.83 | 33.3 | 99.9 | 34.65 | |
| CAL+SDBackbone=GraphSAGE2026.05 | 99.73 | 36.5 | 93.7 | 37.31 | |
| CAL+SD*Backbone=GraphSAGE2026.05 | 99.73 | 32 | 98.8 | 37.31 | |
| SMGNNBackbone=GraphSAGE2026.05 | 99.72 | 28.1 | 95.7 | 35.91 | |
| CALBackbone=GraphSAGE2026.05 | 99.7 | 28.7 | 94 | 39.14 | |
| GAT+SDBackbone=GraphSAGE2026.05 | 99.22 | 13.8 | 94 | 47.75 | |
| GAT+SD*Backbone=GraphSAGE2026.05 | 99.22 | 11.4 | 100 | 47.75 | |
| GATBackbone=GraphSAGE2026.05 | 99.16 | 12.8 | 95.1 | 49.26 | |
| GSATBackbone=GraphSAGE2026.05 | 99.1 | 1.6 | 99.2 | 58.26 | |
| GSAT+SDBackbone=GraphSAGE2026.05 | 99.06 | 4.1 | 97.7 | 56.85 | |
| GSAT+SD*Backbone=GraphSAGE2026.05 | 99.06 | 5.1 | 100 | 56.85 |