Link Prediction on Actor
86.81AUCCausalMP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CausalMP2024.11 | 86.81 | — | |
| CFLP2024.11 | 80.41 | — | |
| LLP2024.11 | 80.37 | — | |
| SEAL+CPLStrategy=Cautious Pseudo Labeling2023.10 | 73.54 | 73.44 | |
| SEALStrategy=Base2023.10 | 73.41 | 73.17 | |
| VGAE2024.11 | 70.82 | — | |
| GIC2024.11 | 70.29 | — | |
| GAT2024.11 | 67.8 | — | |
| GAE+CPLStrategy=Cautious Pseudo Labeling2023.10 | 65.58 | 67.65 | |
| node2vec+CPLStrategy=Cautious Pseudo Labeling2023.10 | 65.11 | 68.33 | |
| DisenLink2024.11 | 59.19 | — | |
| GAEStrategy=Base2023.10 | 55.34 | 53.6 | |
| node2vecStrategy=Base2023.10 | 53.3 | 55.43 |