Link Prediction on ogbl-vessel (test)
98.38ROC AUCGAV
Evaluation Results
| Method | Links | |
|---|---|---|
| GAV#Params=8,194, Hardware=V100 (32 GB GPU)2025.01 | 98.38 | |
| SIEG#Params=594,498, Hardware=P100 (16GB GPU)2025.01 | 82.49 | |
| SEAL#Params=172,610, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 80.5 | |
| Homogeneity Index#Params=0, Hardware=CPU (32GB RAM)2025.01 | 54.6 | |
| LRGA#Params=26,577, Hardware=A100 (80GB GPU)2025.01 | 54.15 | |
| Matrix Factorization#Params=8,641, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 49.97 | |
| GCN w/Node2Vec#Params=226,744,513, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 49.54 | |
| Jaccard#Params=0, Hardware=CPU (32GB RAM)2025.01 | 48.54 | |
| Common Neighbors#Params=0, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 48.49 | |
| MLP#Params=1,037,577, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 47.94 | |
| Heterogeneity Index#Params=0, Hardware=CPU (32GB RAM)2025.01 | 45.4 | |
| GCN#Params=396,289, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 43.53 |