Inductive Link Prediction on WN V3
59.9Hit@10MKGL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MKGL2025.10 | 59.9 | 45.6 | |
| KRLMSetup=fine-tuning (FT)2025.10 | 59.5 | 46.9 | |
| MOTIFSetup=fine-tuning (FT)2025.10 | 59 | 46.6 | |
| KRLMSetup=pre-training (PT)2025.10 | 58.2 | 44.7 | |
| Supervised SOTA2025.10 | 56.8 | 45.2 | |
| ULTRASetup=fine-tuning (FT)2025.10 | 54.6 | 41.1 | |
| TRIXSetup=fine-tuning (FT)2025.10 | 54.3 | 42.5 | |
| TRIXSetup=pre-training (PT)2025.10 | 54.1 | 41.8 | |
| MOTIFSetup=pre-training (PT)2025.10 | 53.8 | 42 | |
| PROLINKBackbone=Llama2-7b2025.10 | 49.6 | 38.8 | |
| ULTRASetup=pre-training (PT)2025.10 | 47.6 | 37.6 |