Temporal Link Prediction on Googlemap CT inductive
87.91ROC-AUC (%)TGAT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TGATEvaluation Setting=inductive2026.05 | 87.91 | — | |
| PRISMEvaluation Setting=inductive2026.05 | 85.21 | — | |
| TGPMSource Domain=ICEWS18192026.01 | 79.84 | 1 | |
| TCLEvaluation Setting=inductive2026.05 | 78.95 | — | |
| TGPMSource Domain=Enron2026.01 | 77.01 | 1 | |
| DyGFormerEvaluation Setting=inductive2026.05 | 76.48 | — | |
| GraphMixerEvaluation Setting=inductive2026.05 | 75.43 | — | |
| MoMentEvaluation Setting=inductive2026.05 | 75.22 | — | |
| CAWNEvaluation Setting=inductive2026.05 | 70.58 | — | |
| CPDGSource Domain=Enron2026.01 | 67.72 | 2.5 | |
| DDGCLSource Domain=Enron2026.01 | 58.42 | 3 | |
| CPDGSource Domain=ICEWS18192026.01 | 53.04 | 2.5 | |
| PT-DGNNSource Domain=ICEWS18192026.01 | 51.2 | 3.5 | |
| PT-DGNNSource Domain=Enron2026.01 | 49.24 | 3.5 | |
| DDGCLSource Domain=ICEWS18192026.01 | 46.05 | 3 |