| Paper | Code | AP | AUC | MRR | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| Euler: Detecting Network Lateral Movement via Scalable Temporal Link Prediction | ✓ Link | 94.10 | 93.15 | Euler | 2022-04-24 | |
| Variational Graph Recurrent Neural Networks | ✓ Link | 93.93 | 94.44 | SI-VGRNN | 2019-08-26 | |
| Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks | ✓ Link | 93.65 | 93.54 | 0.315 | teneNCE | 2024-08-22 |
| Variational Graph Recurrent Neural Networks | ✓ Link | 93.10 | 93.29 | VGRNN | 2019-08-26 | |
| EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs | ✓ Link | 88.29 | 89.33 | EGCN-H | 2019-02-26 | |
| dyngraph2vec: Capturing Network Dynamics using Dynamic Graph Representation Learning | ✓ Link | 87.43 | 89.37 | DynAERNN | 2018-09-07 | |
| EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs | ✓ Link | 84.28 | 86.55 | EGCN-O | 2019-02-26 |