Inductive Link Prediction on WN V1
82.6Hit@10Supervised SOTA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Supervised SOTA2025.10 | 82.6 | 74.1 | |
| MKGL2025.10 | 82.2 | 74.6 | |
| MOTIFSetup=fine-tuning (FT)2025.10 | 80.6 | 70.3 | |
| KRLMSetup=fine-tuning (FT)2025.10 | 80 | 71.1 | |
| TRIXSetup=fine-tuning (FT)2025.10 | 79.8 | 70.5 | |
| ULTRASetup=fine-tuning (FT)2025.10 | 79.3 | 68.5 | |
| TRIXSetup=pre-training (PT)2025.10 | 79.1 | 69.9 | |
| PROLINKBackbone=Llama2-7b2025.10 | 78.8 | 64.4 | |
| KRLMSetup=pre-training (PT)2025.10 | 78.3 | 70.5 | |
| MOTIFSetup=pre-training (PT)2025.10 | 77.8 | 68.2 | |
| ULTRASetup=pre-training (PT)2025.10 | 76.8 | 64.8 |