Temporal Link Prediction on ICEWS1819 transductive
0.9924ROC-AUCPRISM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PRISMEvaluation Setting=transductive2026.05 | 0.9924 | — | — | |
| TCLEvaluation Setting=transductive2026.05 | 0.9923 | — | — | |
| TGATEvaluation Setting=transductive2026.05 | 0.9904 | — | — | |
| MoMentEvaluation Setting=transductive2026.05 | 0.9897 | — | — | |
| DyGFormerEvaluation Setting=transductive2026.05 | 0.9888 | — | — | |
| GraphMixerEvaluation Setting=transductive2026.05 | 0.9863 | — | — | |
| CAWNEvaluation Setting=transductive2026.05 | 0.9857 | — | — | |
| JODIEEvaluation Setting=transductive2026.05 | 0.9741 | — | — | |
| DyRepEvaluation Setting=transductive2026.05 | 0.9632 | — | — | |
| TGPMSource Domain=Enron2026.01 | 0.9251 | 1 | — | |
| DDGCLSource Domain=Enron2026.01 | 0.914 | 2.8 | — | |
| PT-DGNNSource Domain=Enron2026.01 | 0.9083 | 3 | — | |
| CPDGSource Domain=Enron2026.01 | 0.8918 | 3.3 | — | |
| TGPMSource Domain=Googlemap CT2026.01 | 0.5621 | 1 | — | |
| PT-DGNNSource Domain=Googlemap CT2026.01 | 0.5379 | 3 | — | |
| DDGCLSource Domain=Googlemap CT2026.01 | 0.5242 | 2.8 | — | |
| CPDGSource Domain=Googlemap CT2026.01 | 0.5196 | 3.3 | — | |
| CAWNSetting=Transductive2026.05 | — | — | 0.9886 | |
| DyGFormerSetting=Transductive2026.05 | — | — | 0.9901 | |
| DyRepSetting=Transductive2026.05 | — | — | 0.9676 | |
| GraphMixerSetting=Transductive2026.05 | — | — | 0.9871 | |
| JODIESetting=Transductive2026.05 | — | — | 0.9752 | |
| MoMentSetting=Transductive2026.05 | — | — | 0.99 | |
| PRISMSetting=Transductive2026.05 | — | — | 0.993 | |
| TCLSetting=Transductive2026.05 | — | — | 0.9927 | |
| TGATSetting=Transductive2026.05 | — | — | 0.9908 |