Link Prediction on UN Trade (inductive)
98.81AUC-ROCDiffDyG
Evaluation Results
| Method | Links | |
|---|---|---|
| DiffDyGNegative Sampling Strategy=Random2026.05 | 98.81 | |
| DiffDyGNegative Sampling Strategy=Historical2026.05 | 67.87 | |
| CAWNNegative sampling strategy=random2024.11 | 65.05 | |
| DiffDyGNegative Sampling Strategy=Inductive2026.05 | 64.07 | |
| GRNNegative sampling strategy=random2024.11 | 63.33 | |
| TCLNegative sampling strategy=random2024.11 | 62.69 | |
| TGATNegative sampling strategy=random2024.11 | 61.64 | |
| JODIENegative sampling strategy=random2024.11 | 60.39 | |
| DyRepNegative sampling strategy=random2024.11 | 58.11 | |
| DyGFormerNegative sampling strategy=random2024.11 | 57.6 | |
| TGNNegative sampling strategy=random2024.11 | 54.65 | |
| GraphMixerNegative sampling strategy=random2024.11 | 53.77 |