Link Prediction on EO-KG Cross-DAAC pool pre-2023 train, 2024 (test)
26.6Hits@10GNN-Hetero (MLP)
Evaluation Results
| Method | Links | |
|---|---|---|
| GNN-Hetero (MLP)Scorer Head=MLP2026.07 | 26.6 | |
| Adamic-Adar2026.07 | 23.5 | |
| Common Neighbors2026.07 | 22.8 | |
| GNN-Hetero (dot)Scorer Head=dot2026.07 | 17.5 | |
| GNN-Homo2026.07 | 14.6 | |
| Popularity2026.07 | 13 | |
| SPECTER2Ranking Strategy=cosine similarity2026.07 | 12.7 | |
| MF-SVDk=1282026.07 | 12.5 | |
| BGE-baseRanking Strategy=cosine similarity2026.07 | 10.3 |