Link Prediction on Citeseer (AUC)
69.4AUC (Link Prediction)GraspLLM
Evaluation results
| Method | Links | |
|---|---|---|
| GraspLLMZero-shot=true, Cross-task=true, Backbone=Qwen3-8B2026.06 | 69.4 | |
| GraspLLMZero-shot=true, Cross-task=true, Backbone=LLaMA-3.1-8B2026.06 | 68.9 | |
| GraspLLMZero-shot=true, Cross-task=true, Backbone=Vicuna-7B-v1.52026.06 | 67.3 | |
| GraspLLMZero-shot=true, Cross-task=true, Backbone=Mistral-7B-v0.32026.06 | 65.8 | |
| TEA-GLMZero-shot=true, Cross-task=true2026.06 | 62.4 | |
| GraphGPTZero-shot=true, Cross-task=true2026.06 | 56.2 | |
| LLaGAZero-shot=true, Cross-task=true2026.06 | 54.3 | |
| Vicuna-7B-ITZero-shot=true, Cross-task=true2026.06 | 51.3 | |
| ZeroGZero-shot=true, Cross-task=true2026.06 | 51.3 | |
| Vicuna-7B-v1.5Zero-shot=true, Cross-task=true2026.06 | 50.4 | |
| GraphCLIPZero-shot=true, Cross-task=true2026.06 | 49.6 | |
| OFAZero-shot=true, Cross-task=true2026.06 | 48.1 |