Dynamic Link Prediction on Contact transductive v1 (test)
98.7AUC-ROCCTDG-SSM
Evaluation Results
| Method | Links | |
|---|---|---|
| CTDG-SSMNegative Sampling Strategy=rnd2026.06 | 98.7 | |
| DyGMambaNegative Sampling Strategy=rnd2026.06 | 98.68 | |
| DyGFormerNegative Sampling Strategy=rnd2026.06 | 98.53 | |
| CTDG-SSMNegative Sampling Strategy=hist2026.06 | 97.78 | |
| TGNNegative Sampling Strategy=rnd2026.06 | 97.54 | |
| CTDG-SSMNegative Sampling Strategy=ind2026.06 | 97.5 | |
| DyGMambaNegative Sampling Strategy=hist2026.06 | 97.27 | |
| DyGFormerNegative Sampling Strategy=hist2026.06 | 97.17 | |
| TGATNegative Sampling Strategy=rnd2026.06 | 96.95 | |
| JODIENegative Sampling Strategy=rnd2026.06 | 96.66 | |
| DyRepNegative Sampling Strategy=rnd2026.06 | 96.48 | |
| JODIENegative Sampling Strategy=hist2026.06 | 96.35 | |
| DyRepNegative Sampling Strategy=hist2026.06 | 96 | |
| DyGMambaNegative Sampling Strategy=ind2026.06 | 95.68 | |
| TGATNegative Sampling Strategy=hist2026.06 | 95.39 | |
| DyGFormerNegative Sampling Strategy=ind2026.06 | 95.01 | |
| JODIENegative Sampling Strategy=ind2026.06 | 94.47 | |
| EdgebankNegative Sampling Strategy=rnd2026.06 | 94.34 | |
| DyRepNegative Sampling Strategy=ind2026.06 | 94.23 | |
| TCLNegative Sampling Strategy=rnd2026.06 | 94.15 | |
| GraphMixerNegative Sampling Strategy=hist2026.06 | 94.14 | |
| TGATNegative Sampling Strategy=ind2026.06 | 94.1 | |
| GraphMixerNegative Sampling Strategy=rnd2026.06 | 93.94 | |
| TGNNegative Sampling Strategy=hist2026.06 | 93.76 | |
| TCLNegative Sampling Strategy=hist2026.06 | 93.34 | |
| EdgebankNegative Sampling Strategy=hist2026.06 | 92.17 | |
| TGNNegative Sampling Strategy=ind2026.06 | 91.64 | |
| TCLNegative Sampling Strategy=ind2026.06 | 91.23 | |
| GraphMixerNegative Sampling Strategy=ind2026.06 | 90.96 | |
| CAWNNegative Sampling Strategy=rnd2026.06 | 89.99 | |
| CAWNNegative Sampling Strategy=ind2026.06 | 87.68 | |
| EdgebankNegative Sampling Strategy=ind2026.06 | 85.87 | |
| CAWNNegative Sampling Strategy=hist2026.06 | 83.06 |