Dynamic Link Prediction on UN Vote transductive v1 (test)
97.45AUC-ROCCTDG-SSM
Evaluation results
| Method | Links | |
|---|---|---|
| CTDG-SSMNegative Sampling Strategy=ind2026.06 | 97.45 | |
| CTDG-SSMNegative Sampling Strategy=rnd2026.06 | 97.41 | |
| CTDG-SSMNegative Sampling Strategy=hist2026.06 | 97.22 | |
| EdgebankNegative Sampling Strategy=hist2026.06 | 89.62 | |
| JODIENegative Sampling Strategy=hist2026.06 | 76.84 | |
| DyRepNegative Sampling Strategy=hist2026.06 | 74.72 | |
| JODIENegative Sampling Strategy=ind2026.06 | 73.73 | |
| TGNNegative Sampling Strategy=hist2026.06 | 73.4 | |
| EdgebankNegative Sampling Strategy=ind2026.06 | 72.85 | |
| DyRepNegative Sampling Strategy=ind2026.06 | 72.8 | |
| TGNNegative Sampling Strategy=ind2026.06 | 72.69 | |
| TGNNegative Sampling Strategy=rnd2026.06 | 68.71 | |
| JODIENegative Sampling Strategy=rnd2026.06 | 68.53 | |
| DyRepNegative Sampling Strategy=rnd2026.06 | 67.18 | |
| DyGMambaNegative Sampling Strategy=hist2026.06 | 65.17 | |
| DyGFormerNegative Sampling Strategy=hist2026.06 | 64.27 | |
| EdgebankNegative Sampling Strategy=rnd2026.06 | 62.97 | |
| GraphMixerNegative Sampling Strategy=ind2026.06 | 62.56 | |
| DyGMambaNegative Sampling Strategy=rnd2026.06 | 58.48 | |
| DyGFormerNegative Sampling Strategy=rnd2026.06 | 57.12 | |
| TGATNegative Sampling Strategy=hist2026.06 | 53.95 | |
| DyGMambaNegative Sampling Strategy=ind2026.06 | 53.37 | |
| CAWNNegative Sampling Strategy=rnd2026.06 | 53.09 | |
| TGATNegative Sampling Strategy=ind2026.06 | 53.04 | |
| TGATNegative Sampling Strategy=rnd2026.06 | 52.83 | |
| CAWNNegative Sampling Strategy=ind2026.06 | 52.75 | |
| GraphMixerNegative Sampling Strategy=hist2026.06 | 52.61 | |
| GraphMixerNegative Sampling Strategy=rnd2026.06 | 52.46 | |
| TCLNegative Sampling Strategy=hist2026.06 | 52.29 | |
| TCLNegative Sampling Strategy=ind2026.06 | 52.02 | |
| DyGFormerNegative Sampling Strategy=ind2026.06 | 51.89 | |
| TCLNegative Sampling Strategy=rnd2026.06 | 51.88 | |
| CAWNNegative Sampling Strategy=hist2026.06 | 51.27 |