Inductive Link Prediction on FB V3
69.2Hit@10MOTIF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MOTIFSetup=pre-training (PT)2025.10 | 69.2 | 50 | |
| MOTIFSetup=fine-tuning (FT)2025.10 | 68.4 | 51.9 | |
| PROLINKBackbone=Llama2-7b2025.10 | 68.3 | 48.5 | |
| KRLMSetup=fine-tuning (FT)2025.10 | 68 | 52.2 | |
| KRLMSetup=pre-training (PT)2025.10 | 67.8 | 51.4 | |
| TRIXSetup=pre-training (PT)2025.10 | 66.9 | 50.1 | |
| TRIXSetup=fine-tuning (FT)2025.10 | 66.9 | 50.1 | |
| ULTRASetup=fine-tuning (FT)2025.10 | 66.3 | 50.4 | |
| ULTRASetup=pre-training (PT)2025.10 | 65.4 | 49.1 | |
| MKGL2025.10 | 64.3 | 48.6 | |
| Supervised SOTA2025.10 | 63.7 | 47.6 |