Inductive Knowledge Graph Completion on IndE(FB) (test)
0.494MRRProLINK
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ProLINKlearning_setup=zero-shot2025.05 | 0.494 | 0.667 | |
| ULTRA(3g)learning_setup=zero-shot, pre-training_graphs=32025.05 | 0.486 | 0.662 | |
| MERRYlearning_setup=zero-shot, backbone=Llama3 8B2025.05 | 0.486 | 0.662 | |
| MERRY PNAlearning_setup=zero-shot, encoder=PNA2025.05 | 0.484 | 0.66 | |
| Supervised SOTAlearning_setup=supervised2025.05 | 0.477 | 0.636 | |
| ProLINKlearning_setup=zero-shot2025.05 | 0.282 | 0.443 | |
| MERRYlearning_setup=zero-shot, backbone=Llama3 8B2025.05 | 0.282 | 0.443 | |
| MERRY PNAlearning_setup=zero-shot, encoder=PNA2025.05 | 0.261 | 0.426 | |
| ULTRA(3g)learning_setup=zero-shot, pre-training_graphs=32025.05 | 0.254 | 0.403 | |
| Supervised SOTAlearning_setup=supervised2025.05 | 0.152 | 0.244 |