Link Prediction on ogbl-vessel (val)
0.9837ROC AUCGAV
Evaluation Results
| Method | Links | |
|---|---|---|
| GAV#Params=8,194, Hardware=V100 (32 GB GPU)2025.01 | 0.9837 | |
| SIEG#Params=594,498, Hardware=P100 (16GB GPU)2025.01 | 0.8255 | |
| SEAL#Params=172,610, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 0.8053 | |
| Homogeneity Index#Params=0, Hardware=CPU (32GB RAM)2025.01 | 0.5459 | |
| LRGA#Params=26,577, Hardware=A100 (80GB GPU)2025.01 | 0.5418 | |
| Matrix Factorization#Params=8,641, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 0.4999 | |
| GCN w/Node2Vec#Params=226,744,513, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 0.496 | |
| Jaccard#Params=0, Hardware=CPU (32GB RAM)2025.01 | 0.4855 | |
| Common Neighbors#Params=0, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 0.485 | |
| MLP#Params=1,037,577, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 0.4801 | |
| Heterogeneity Index#Params=0, Hardware=CPU (32GB RAM)2025.01 | 0.4541 | |
| GCN#Params=396,289, Hardware=RTX 8000 Ti (48GB GPU)2025.01 | 0.4349 |