Link Prediction on EO-KG All pool pre-2023 train 2024 (test)
46.8Hits@10GNN-Hetero (dot)
Evaluation Results
| Method | Links | |
|---|---|---|
| GNN-Hetero (dot)Scorer Head=dot2026.07 | 46.8 | |
| GNN-Hetero (MLP)Scorer Head=MLP2026.07 | 46.7 | |
| GNN-Homo2026.07 | 44.8 | |
| SPECTER2Ranking Strategy=cosine similarity2026.07 | 41.3 | |
| BGE-baseRanking Strategy=cosine similarity2026.07 | 39.4 | |
| Adamic-Adar2026.07 | 35.5 | |
| Common Neighbors2026.07 | 34.9 | |
| MF-SVDk=1282026.07 | 19.2 | |
| Popularity2026.07 | 14 |