Temporal Link Prediction on UCI DGB Inductive
96.67APTSNN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TSNNNegative sampling=random2026.06 | 96.67 | 95.75 | |
| TPNetNegative sampling=random2026.06 | 95.74 | 94.4 | |
| PINTNegative sampling=random2026.06 | 94.72 | 93.18 | |
| DyGFormerNegative sampling=random2026.06 | 94.54 | 92.63 | |
| CAWNNegative sampling=random2026.06 | 92.73 | 90.4 | |
| GraphMixerNegative sampling=random2026.06 | 91.19 | 89.3 | |
| TGNNegative sampling=random2026.06 | 88.12 | 86.68 | |
| TCLNegative sampling=random2026.06 | 87.36 | 84.49 | |
| NATNegative sampling=random2026.06 | 87.31 | 83.78 | |
| JODIENegative sampling=random2026.06 | 79.86 | 78.8 | |
| TGATNegative sampling=random2026.06 | 79.54 | 77.64 | |
| DyRepNegative sampling=random2026.06 | 57.48 | 58.08 |