Inductive Link Prediction on FB V4
69.9Hit@10KRLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KRLMSetup=fine-tuning (FT)2025.10 | 69.9 | 50.4 | |
| MOTIFSetup=fine-tuning (FT)2025.10 | 69.5 | 50.8 | |
| KRLMSetup=pre-training (PT)2025.10 | 69 | 50.3 | |
| TRIXSetup=pre-training (PT)2025.10 | 68.7 | 49.3 | |
| TRIXSetup=fine-tuning (FT)2025.10 | 68.7 | 49.3 | |
| ULTRASetup=fine-tuning (FT)2025.10 | 68.4 | 49.6 | |
| ULTRASetup=pre-training (PT)2025.10 | 67.7 | 48.6 | |
| MOTIFSetup=pre-training (PT)2025.10 | 67.7 | 48.7 | |
| PROLINKBackbone=Llama2-7b2025.10 | 67.6 | 49.8 | |
| Supervised SOTA2025.10 | 64.5 | 46.6 | |
| MKGL2025.10 | 64.5 | 47.1 |