Inductive Link Prediction on NELL V1
91.6Hit@10KRLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KRLMSetup=fine-tuning (FT)2025.10 | 91.6 | 68.2 | |
| ULTRASetup=pre-training (PT)2025.10 | 91.3 | 78.5 | |
| TRIXSetup=fine-tuning (FT)2025.10 | 89.9 | 80.4 | |
| TRIXSetup=pre-training (PT)2025.10 | 89.8 | 80.6 | |
| KRLMSetup=pre-training (PT)2025.10 | 88.7 | 65.2 | |
| MKGL2025.10 | 88.6 | 74.9 | |
| PROLINKBackbone=Llama2-7b2025.10 | 88.3 | 72.6 | |
| ULTRASetup=fine-tuning (FT)2025.10 | 87.8 | 75.7 | |
| MOTIFSetup=fine-tuning (FT)2025.10 | 87.3 | 71.2 | |
| MOTIFSetup=pre-training (PT)2025.10 | 87.1 | 67.4 | |
| Supervised SOTA2025.10 | 86.6 | 63.7 |