Explaining event-based TGNNs on Wikipedia
-0.122Best FID+T-GNNExplainer
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| T-GNNExplainerTarget Model=TGN2025.12 | -0.122 | -0.696 | — | — | — | — | |
| T-GNNExplainerTarget Model=TGAT2025.12 | -0.034 | -0.992 | — | — | — | — | |
| TempMETarget Model=TGN2025.12 | -0.003 | -0.429 | — | — | — | — | |
| TempMETarget Model=TGAT2025.12 | 0.001 | -0.718 | — | — | — | — | |
| GRExplainerTarget Model=TGN2025.12 | 0.226 | -0.25 | — | — | — | — | |
| GRExplainerTarget Model=TGAT2025.12 | 0.567 | -0.252 | — | — | — | — | |
| CoDyBase Model=GraphMixer2026.05 | — | — | 0.15 | 0.21 | 0.82 | 0.54 | |
| PGExplainerBase Model=GraphMixer2026.05 | — | — | 0.03 | 0.11 | 0.67 | 0.54 | |
| ST-TGExplainerBase Model=GraphMixer2026.05 | — | — | 0.15 | 0.24 | 0.91 | 0.62 | |
| T-GNNExplainerBase Model=GraphMixer2026.05 | — | — | 0.01 | 0.1 | 0.61 | 0.43 | |
| TempMEBase Model=GraphMixer2026.05 | — | — | 0.04 | 0.15 | 0.72 | 0.5 | |
| TGIBBase Model=GraphMixer2026.05 | — | — | 0.04 | 0.18 | 0.69 | 0.41 |