Temporal Link Prediction on UN Trade DGB Inductive
86.53APTPNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TPNetNegative sampling=random2026.06 | 86.53 | 86.88 | |
| TSNNNegative sampling=random2026.06 | 85.2 | 87.14 | |
| NATNegative sampling=random2026.06 | 69.57 | 69.15 | |
| CAWNNegative sampling=random2026.06 | 65.24 | 67.05 | |
| DyGFormerNegative sampling=random2026.06 | 64.55 | 67.25 | |
| TCLNegative sampling=random2026.06 | 62.21 | 63.76 | |
| GraphMixerNegative sampling=random2026.06 | 62.17 | 63.48 | |
| TGATNegative sampling=random2026.06 | 61.03 | 62.72 | |
| PINTNegative sampling=random2026.06 | 60.37 | 64.05 | |
| JODIENegative sampling=random2026.06 | 59.65 | 62.28 | |
| TGNNegative sampling=random2026.06 | 58.31 | 59.99 | |
| DyRepNegative sampling=random2026.06 | 57.02 | 58.82 |