Temporal Link Prediction on US Legislators DGB Inductive
70.22APTSNN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TSNNNegative sampling=random2026.06 | 70.22 | 84.02 | |
| TPNetNegative sampling=random2026.06 | 61.71 | 65.29 | |
| NATNegative sampling=random2026.06 | 60.41 | 64.22 | |
| PINTNegative sampling=random2026.06 | 59.71 | 61.89 | |
| TGNNegative sampling=random2026.06 | 58.63 | 62.38 | |
| DyRepNegative sampling=random2026.06 | 57.28 | 61.07 | |
| JODIENegative sampling=random2026.06 | 54.93 | 58.12 | |
| DyGFormerNegative sampling=random2026.06 | 54.28 | 53.21 | |
| CAWNNegative sampling=random2026.06 | 53.17 | 51.49 | |
| TCLNegative sampling=random2026.06 | 52.59 | 50.43 | |
| TGATNegative sampling=random2026.06 | 51 | 48.27 | |
| GraphMixerNegative sampling=random2026.06 | 50.71 | 47.2 |