Temporal Link Prediction on Flights DGB Inductive
97.97APTPNet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TPNetNegative sampling=random2026.06 | 97.97 | 98.05 | |
| DyGFormerNegative sampling=random2026.06 | 97.79 | 97.8 | |
| TSNNNegative sampling=random2026.06 | 97.68 | 97.84 | |
| PINTNegative sampling=random2026.06 | 97.54 | 97.69 | |
| CAWNNegative sampling=random2026.06 | 97.06 | 96.86 | |
| NATNegative sampling=random2026.06 | 96.74 | 96.97 | |
| TGNNegative sampling=random2026.06 | 95.03 | 95.92 | |
| JODIENegative sampling=random2026.06 | 94.74 | 95.21 | |
| DyRepNegative sampling=random2026.06 | 92.88 | 93.56 | |
| TGATNegative sampling=random2026.06 | 88.73 | 88.64 | |
| TCLNegative sampling=random2026.06 | 83.41 | 82.48 | |
| GraphMixerNegative sampling=random2026.06 | 83.03 | 82.27 |