Link Prediction on Amazon-Product Home (test)
79.85Hit@1Finetuned LLaMA + GFSE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Finetuned LLaMA + GFSEBase LLM=LLaMA2-7B, Structural Encoder=GFSE2025.04 | 79.85 | 86.77 | |
| InstructGLM2025.04 | 79.82 | 85.93 | |
| Finetuned LLaMABase LLM=LLaMA2-7B, Structural Encoder=None2025.04 | 78.93 | 86.07 | |
| Finetuned LLaMA + RRWPBase LLM=LLaMA2-7B, Structural Encoder=RRWP2025.04 | 74.64 | 85.24 | |
| Finetuned LLaMA + GraphSAGEBase LLM=LLaMA2-7B, Structural Encoder=GraphSAGE2025.04 | 73.74 | 81.66 |