Temporal GNN Explanation on UCI
96.04ACC-AUCST-TGEXPLAINER
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ST-TGEXPLAINER2026.05 | 96.04 | — | — | — | — | |
| TempME2026.05 | 87.06 | — | — | — | — | |
| TGIB2026.05 | 87.06 | — | — | — | — | |
| Grad-CAM2026.05 | 82.64 | — | — | — | — | |
| T-GNNExplainer2026.05 | 80.47 | — | — | — | — | |
| PGExplainer2026.05 | 63.76 | — | — | — | — | |
| GNNExplainer2026.05 | 61.02 | — | — | — | — | |
| Random2026.05 | 53.56 | — | — | — | — | |
| CoDyBase Model=GraphMixer2026.05 | — | 16 | 39 | 65 | 87 | |
| PGExplainerBase Model=GraphMixer2026.05 | — | 2 | 8 | 39 | 61 | |
| ST-TGExplainerBase Model=GraphMixer2026.05 | — | 22 | 39 | 86 | 91 | |
| T-GNNExplainerBase Model=GraphMixer2026.05 | — | 5 | 14 | 45 | 53 | |
| TempMEBase Model=GraphMixer2026.05 | — | 6 | 22 | 56 | 84 | |
| TGIBBase Model=GraphMixer2026.05 | — | 4 | 20 | 49 | 78 |