Node Affinity Prediction on TGBN-genre (test) using NDCG@10
0.52NDCG@10NAVIS
Evaluation Results
| Method | Links | |
|---|---|---|
| NAVISGraph Messages Usage=Full CTDG2025.10 | 0.52 | |
| Moving AvgGraph Messages Usage=Full CTDG2025.10 | 0.497 | |
| Historical AvgGraph Messages Usage=Full CTDG2025.10 | 0.472 | |
| TGNv2Graph Messages Usage=Full CTDG2025.10 | 0.469 | |
| TGNGraph Messages Usage=Full CTDG2025.10 | 0.423 | |
| DyGFormerGraph Messages Usage=Full CTDG2025.10 | 0.365 | |
| TCLGraph Messages Usage=Full CTDG2025.10 | 0.354 | |
| TGATGraph Messages Usage=Full CTDG2025.10 | 0.352 | |
| GraphMixerGraph Messages Usage=Full CTDG2025.10 | 0.352 | |
| DyGMambaGraph Messages Usage=Full CTDG2025.10 | 0.351 | |
| DyRepGraph Messages Usage=Full CTDG2025.10 | 0.351 | |
| JODIEGraph Messages Usage=Full CTDG2025.10 | 0.35 |