Inductive Link Prediction on FB V1
0.708Hit@10KRLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KRLMSetup=pre-training (PT)2025.10 | 0.708 | 0.537 | |
| MOTIFSetup=fine-tuning (FT)2025.10 | 0.702 | 0.53 | |
| KRLMSetup=fine-tuning (FT)2025.10 | 0.701 | 0.541 | |
| MOTIFSetup=pre-training (PT)2025.10 | 0.692 | 0.503 | |
| PROLINKBackbone=Llama2-7b2025.10 | 0.692 | 0.498 | |
| TRIXSetup=pre-training (PT)2025.10 | 0.682 | 0.515 | |
| TRIXSetup=fine-tuning (FT)2025.10 | 0.682 | 0.515 | |
| ULTRASetup=fine-tuning (FT)2025.10 | 0.67 | 0.509 | |
| ULTRASetup=pre-training (PT)2025.10 | 0.656 | 0.498 | |
| MKGL2025.10 | 0.595 | 0.475 | |
| Supervised SOTA2025.10 | 0.589 | 0.457 |