Node Classification on Toys+Movies -> CDs zero-shot
54.32Accuracy (zero-shot)Mario-8B
Evaluation results
| Method | Links | |
|---|---|---|
| Mario-8BEvaluation Protocol=Zero-Shot, Modality=text-only2026.03 | 54.32 | |
| Mario-8BSetting=Zero-shot2026.03 | 54.32 | |
| GraphPrompterSetting=Zero-shot2026.03 | 36.66 | |
| MLaGASetting=Zero-shot2026.03 | 16.2 | |
| GCNEvaluation Protocol=Zero-Shot, Modality=text-only2026.03 | 10.01 | |
| LLaGASetting=Zero-shot2026.03 | 9.69 | |
| MLP(Vision Only)Evaluation Protocol=Zero-Shot, Modality=vision-only2026.03 | 9.06 | |
| GATv2Evaluation Protocol=Zero-Shot, Modality=text-only2026.03 | 8.13 | |
| MLPEvaluation Protocol=Zero-Shot, Modality=text-only2026.03 | 7.04 | |
| GATv2Setting=Zero-shot2026.03 | 6.58 | |
| SAGEEvaluation Protocol=Zero-Shot, Modality=text-only2026.03 | 6.14 | |
| SAGESetting=Zero-shot2026.03 | 5.87 | |
| GCNSetting=Zero-shot2026.03 | 5.64 |