Node Classification on CDs (Accuracy (%))
59.93Accuracy (%)Mario-8B
Evaluation results
| Method | Links | |
|---|---|---|
| Mario-8BModality=Text+Image, Training Protocol=Mix-Training2026.03 | 59.93 | |
| MLaGAModality=Text+Image, Training Protocol=Mix-Training2026.03 | 57.46 | |
| SAGEModality=Text+Image, Training Protocol=Mix-Training2026.03 | 56.51 | |
| SAGEModality=Image-only, Training Protocol=Mix-Training2026.03 | 53.6 | |
| SAGEModality=Text-only, Training Protocol=Mix-Training2026.03 | 53.24 | |
| GCNModality=Text+Image, Training Protocol=Mix-Training2026.03 | 52.28 | |
| LLaGAModality=Text-only, Training Protocol=Mix-Training2026.03 | 51.33 | |
| GCNModality=Image-only, Training Protocol=Mix-Training2026.03 | 51.2 | |
| GCNModality=Text-only, Training Protocol=Mix-Training2026.03 | 50.76 | |
| GraphPrompterModality=Text-only, Training Protocol=Mix-Training2026.03 | 44.7 | |
| LLaMA3-8BModality=Text-only, Training Protocol=Mix-Training2026.03 | 35.76 |