Dynamic Link Prediction on UN Trade transductive v1 (test)
86.61AUC-ROCEdgebank
Evaluation results
| Method | Links | |
|---|---|---|
| EdgebankNegative Sampling Strategy=hist2026.06 | 86.61 | |
| EdgebankNegative Sampling Strategy=ind2026.06 | 74.2 | |
| DyGMambaNegative Sampling Strategy=hist2026.06 | 74.1 | |
| DyGFormerNegative Sampling Strategy=hist2026.06 | 73.86 | |
| CTDG-SSMNegative Sampling Strategy=rnd2026.06 | 73.76 | |
| CTDG-SSMNegative Sampling Strategy=hist2026.06 | 73.3 | |
| CTDG-SSMNegative Sampling Strategy=ind2026.06 | 72.65 | |
| CAWNNegative Sampling Strategy=ind2026.06 | 71.73 | |
| DyGMambaNegative Sampling Strategy=rnd2026.06 | 71.41 | |
| DyGFormerNegative Sampling Strategy=rnd2026.06 | 70.2 | |
| JODIENegative Sampling Strategy=rnd2026.06 | 69.62 | |
| TGNNegative Sampling Strategy=rnd2026.06 | 69.1 | |
| JODIENegative Sampling Strategy=hist2026.06 | 68.92 | |
| CAWNNegative Sampling Strategy=rnd2026.06 | 68.54 | |
| TCLNegative Sampling Strategy=ind2026.06 | 67.8 | |
| DyGMambaNegative Sampling Strategy=ind2026.06 | 67.6 | |
| DyRepNegative Sampling Strategy=rnd2026.06 | 67.44 | |
| JODIENegative Sampling Strategy=ind2026.06 | 66.82 | |
| EdgebankNegative Sampling Strategy=rnd2026.06 | 66.75 | |
| GraphMixerNegative Sampling Strategy=ind2026.06 | 66.53 | |
| TGNNegative Sampling Strategy=ind2026.06 | 66.37 | |
| TGATNegative Sampling Strategy=ind2026.06 | 66.13 | |
| DyRepNegative Sampling Strategy=ind2026.06 | 65.6 | |
| GraphMixerNegative Sampling Strategy=rnd2026.06 | 65.52 | |
| TCLNegative Sampling Strategy=rnd2026.06 | 64.72 | |
| DyRepNegative Sampling Strategy=hist2026.06 | 64.36 | |
| TGATNegative Sampling Strategy=rnd2026.06 | 64.01 | |
| TGNNegative Sampling Strategy=hist2026.06 | 63.93 | |
| GraphMixerNegative Sampling Strategy=hist2026.06 | 63.2 | |
| CAWNNegative Sampling Strategy=hist2026.06 | 63.09 | |
| DyGFormerNegative Sampling Strategy=ind2026.06 | 62.56 | |
| TCLNegative Sampling Strategy=hist2026.06 | 61.43 | |
| TGATNegative Sampling Strategy=hist2026.06 | 60.37 |