Temporal Link Prediction on ICEWS inductive 1819
97.78ROC-AUCTCL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TCLEvaluation Setting=inductive2026.05 | 97.78 | — | |
| PRISMEvaluation Setting=inductive2026.05 | 97.78 | — | |
| CAWNEvaluation Setting=inductive2026.05 | 97.74 | — | |
| TGATEvaluation Setting=inductive2026.05 | 97.06 | — | |
| MoMentEvaluation Setting=inductive2026.05 | 96.57 | — | |
| DyGFormerEvaluation Setting=inductive2026.05 | 96.3 | — | |
| GraphMixerEvaluation Setting=inductive2026.05 | 96.05 | — | |
| JODIEEvaluation Setting=inductive2026.05 | 92.85 | — | |
| DyRepEvaluation Setting=inductive2026.05 | 90.3 | — | |
| TGPMSource Domain=Enron2026.01 | 78.64 | 1 | |
| DDGCLSource Domain=Enron2026.01 | 72.97 | 3 | |
| PT-DGNNSource Domain=Enron2026.01 | 71.06 | 3.5 | |
| CPDGSource Domain=Enron2026.01 | 65.89 | 2.5 | |
| TGPMSource Domain=Googlemap CT2026.01 | 53.09 | 1 | |
| CPDGSource Domain=Googlemap CT2026.01 | 50.81 | 2.5 | |
| DDGCLSource Domain=Googlemap CT2026.01 | 49.38 | 3 | |
| PT-DGNNSource Domain=Googlemap CT2026.01 | 48.74 | 3.5 |