| Paper | Code | AUC | AP | MRR | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks | ✓ Link | 88.25 | 90.45 | 0.3397 | teneNCE | 2024-08-22 |
| Euler: Detecting Network Lateral Movement via Scalable Temporal Link Prediction | ✓ Link | 86.54 | 89.03 | Euler | 2022-04-24 | |
| Variational Graph Recurrent Neural Networks | ✓ Link | 85.95 | 87.77 | VGRNN | 2019-08-26 | |
| Variational Graph Recurrent Neural Networks | ✓ Link | 85.45 | 88.36 | SI-VGRNN | 2019-08-26 | |
| EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs | ✓ Link | 80.80 | 83.87 | EGCN-H | 2019-02-26 | |
| EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs | ✓ Link | 78.63 | 81.43 | EGCN-O | 2019-02-26 | |
| dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning | ✓ Link | 76.06 | 81.84 | DynAERNN | 2018-09-07 |