Inductive Knowledge Graph Completion on IndE(NL) (test)
56.7MRRMERRY
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MERRYlearning_setup=zero-shot, backbone=Llama3 8B2025.05 | 56.7 | 76.7 | |
| ULTRA(3g)learning_setup=zero-shot, pre-training_graphs=32025.05 | 56.1 | 74.2 | |
| MERRY PNAlearning_setup=zero-shot, encoder=PNA2025.05 | 56 | 75.4 | |
| ProLINKlearning_setup=zero-shot2025.05 | 54.6 | 75.9 | |
| Supervised SOTAlearning_setup=supervised2025.05 | 46.4 | 65.4 | |
| ProLINKlearning_setup=zero-shot2025.05 | 40 | 60.8 | |
| MERRYlearning_setup=zero-shot, backbone=Llama3 8B2025.05 | 39.7 | 58.6 | |
| ULTRA(3g)learning_setup=zero-shot, pre-training_graphs=32025.05 | 39.3 | 56.1 | |
| MERRY PNAlearning_setup=zero-shot, encoder=PNA2025.05 | 38.4 | 56.9 | |
| Supervised SOTAlearning_setup=supervised2025.05 | 29.6 | 48.1 |