Link Prediction on UN Vote (inductive)
80.54AUC-ROCGRN
Evaluation Results
| Method | Links | |
|---|---|---|
| GRNNegative sampling strategy=random2024.11 | 80.54 | |
| DiffDyGNegative Sampling Strategy=Random2026.05 | 70.99 | |
| TGNNegative Sampling Strategy=Historical2026.05 | 68.59 | |
| TGNNegative Sampling Strategy=Inductive2026.05 | 68.58 | |
| GraphMixerNegative sampling strategy=random2024.11 | 53.55 | |
| DyGFormerNegative sampling strategy=random2024.11 | 53.23 | |
| TCLNegative sampling strategy=random2024.11 | 51.54 | |
| TGATNegative sampling strategy=random2024.11 | 50.45 | |
| DyRepNegative sampling strategy=random2024.11 | 49.91 | |
| TGNNegative sampling strategy=random2024.11 | 48.77 | |
| JODIENegative sampling strategy=random2024.11 | 47.75 | |
| CAWNNegative sampling strategy=random2024.11 | 47.43 |