Interpretable Graph Classification on BA-2MOTIFS
99.88AUCCAL+SD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAL+SDBackbone=GatedGCN2026.05 | 99.88 | 31.2 | 98.9 | 36.62 | |
| CAL+SD*Backbone=GatedGCN2026.05 | 99.88 | 29.6 | 98.3 | 36.62 | |
| CALBackbone=GatedGCN2026.05 | 99.81 | 30.9 | 99 | 38.37 | |
| GAT+SDBackbone=GatedGCN2026.05 | 99.14 | 17.7 | 98.6 | 46.96 | |
| GAT+SD*Backbone=GatedGCN2026.05 | 99.14 | 18.3 | 100 | 46.96 | |
| GATBackbone=GatedGCN2026.05 | 99.12 | 18.5 | 98.9 | 51.47 | |
| GSATBackbone=GatedGCN2026.05 | 98.49 | 1.1 | 100 | 57.33 | |
| GSAT+SDBackbone=GatedGCN2026.05 | 98.47 | 1.7 | 99.9 | 56.13 | |
| GSAT+SD*Backbone=GatedGCN2026.05 | 98.47 | 1.1 | 100 | 56.13 | |
| SMGNNBackbone=GatedGCN2026.05 | 98.23 | 26.7 | 91.9 | 37.46 | |
| SMGNN+SDBackbone=GatedGCN2026.05 | 98.02 | 26.5 | 91.3 | 36.14 | |
| SMGNN+SD*Backbone=GatedGCN2026.05 | 98.02 | 26.2 | 99.5 | 36.14 |