Link Prediction on Arts
92.6AccuracyMario-8B
Evaluation results
| Method | Links | |
|---|---|---|
| Mario-8BModality=Text+Image, Training Protocol=Mix-Training2026.03 | 92.6 | |
| GraphPrompterModality=Text-only, Training Protocol=Mix-Training2026.03 | 88.3 | |
| LLaGAModality=Text-only, Training Protocol=Mix-Training2026.03 | 87.06 | |
| MLaGAModality=Text+Image, Training Protocol=Mix-Training2026.03 | 83.57 | |
| LLaMA3-8BModality=Text-only, Training Protocol=Mix-Training2026.03 | 67.4 | |
| GCNModality=Text+Image, Training Protocol=Mix-Training2026.03 | 66.87 | |
| SAGEModality=Text-only, Training Protocol=Mix-Training2026.03 | 63.7 | |
| GCNModality=Text-only, Training Protocol=Mix-Training2026.03 | 62.33 | |
| GCNModality=Image-only, Training Protocol=Mix-Training2026.03 | 62 | |
| SAGEModality=Text+Image, Training Protocol=Mix-Training2026.03 | 61.33 | |
| SAGEModality=Image-only, Training Protocol=Mix-Training2026.03 | 59.37 |