Link Prediction on Can. Parl. (inductive)
98.05AUC-ROCDiffDyG
Evaluation Results
| Method | Links | |
|---|---|---|
| DiffDyGNegative Sampling Strategy=Random2026.05 | 98.05 | |
| DiffDyGNegative Sampling Strategy=Inductive2026.05 | 88.76 | |
| DyGFormerNegative Sampling Strategy=Historical2026.05 | 88.68 | |
| DyGFormerNegative sampling strategy=random2024.11 | 84.95 | |
| GRNNegative sampling strategy=random2024.11 | 79.15 | |
| GraphMixerNegative sampling strategy=random2024.11 | 58.79 | |
| CAWNNegative sampling strategy=random2024.11 | 58.22 | |
| TGNNegative sampling strategy=random2024.11 | 55.44 | |
| TCLNegative sampling strategy=random2024.11 | 55.19 | |
| TGATNegative sampling strategy=random2024.11 | 54.41 | |
| JODIENegative sampling strategy=random2024.11 | 49.94 | |
| DyRepNegative sampling strategy=random2024.11 | 47.29 |