Link Prediction on Toys+Movies -> CDs zero-shot
82.5Accuracy (zero-shot)Mario-8B
Evaluation Results
| Method | Links | |
|---|---|---|
| Mario-8BEvaluation Protocol=Zero-Shot, Modality=text-only2026.03 | 82.5 | |
| Mario-8BSetting=Zero-shot2026.03 | 82.5 | |
| LLaGASetting=Zero-shot2026.03 | 72.85 | |
| GATv2Evaluation Protocol=Zero-Shot, Modality=text-only2026.03 | 67.97 | |
| SAGESetting=Zero-shot2026.03 | 66.13 | |
| GCNEvaluation Protocol=Zero-Shot, Modality=text-only2026.03 | 64.17 | |
| GATv2Setting=Zero-shot2026.03 | 63 | |
| SAGEEvaluation Protocol=Zero-Shot, Modality=text-only2026.03 | 59.63 | |
| GCNSetting=Zero-shot2026.03 | 55.7 | |
| MLaGASetting=Zero-shot2026.03 | 52.82 | |
| GraphPrompterSetting=Zero-shot2026.03 | 51 | |
| MLPEvaluation Protocol=Zero-Shot, Modality=text-only2026.03 | 50.2 | |
| MLP(Vision Only)Evaluation Protocol=Zero-Shot, Modality=vision-only2026.03 | 46.09 |