Inductive Link Prediction on NELL V3
0.768Hit@10KRLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KRLMSetup=fine-tuning (FT)2025.10 | 0.768 | 0.598 | |
| KRLMSetup=pre-training (PT)2025.10 | 0.766 | 0.594 | |
| MOTIFSetup=fine-tuning (FT)2025.10 | 0.764 | 0.58 | |
| PROLINKBackbone=Llama2-7b2025.10 | 0.762 | 0.589 | |
| TRIXSetup=fine-tuning (FT)2025.10 | 0.759 | 0.571 | |
| MKGL2025.10 | 0.759 | 0.571 | |
| ULTRASetup=fine-tuning (FT)2025.10 | 0.755 | 0.563 | |
| TRIXSetup=pre-training (PT)2025.10 | 0.743 | 0.558 | |
| MOTIFSetup=pre-training (PT)2025.10 | 0.724 | 0.533 | |
| ULTRASetup=pre-training (PT)2025.10 | 0.702 | 0.515 | |
| Supervised SOTA2025.10 | 0.594 | 0.436 |