Temporal Link Prediction on LastFM DGB Inductive
95.89APTSNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TSNNNegative sampling=random2026.06 | 95.89 | 95.9 | |
| TPNetNegative sampling=random2026.06 | 95.36 | 95.36 | |
| DyGFormerNegative sampling=random2026.06 | 94.23 | 94.08 | |
| PINTNegative sampling=random2026.06 | 92.42 | 92.15 | |
| NATNegative sampling=random2026.06 | 92.24 | 91.6 | |
| CAWNNegative sampling=random2026.06 | 89.42 | 87.82 | |
| DyRepNegative sampling=random2026.06 | 83.02 | 82.24 | |
| GraphMixerNegative sampling=random2026.06 | 82.11 | 80.37 | |
| JODIENegative sampling=random2026.06 | 81.61 | 81.13 | |
| TGNNegative sampling=random2026.06 | 81.45 | 82.61 | |
| TGATNegative sampling=random2026.06 | 78.63 | 76.99 | |
| TCLNegative sampling=random2026.06 | 73.53 | 70.84 |