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Node Classification on Toys -> Movies zero-shot

41AccuracyMario-8B
1.594411.824722.05532.2853Mar 5, 2026

Evaluation results

MethodLinks
Mario-8BEvaluation Protocol=Zero-Shot, Modality=text-only2026.0341
Mario-8BSetting=Zero-shot2026.0341
MLaGASetting=Zero-shot2026.0324.95
GraphPrompterSetting=Zero-shot2026.0311.15
LLaGASetting=Zero-shot2026.038.63
GATv2Setting=Zero-shot2026.036.58
MLPEvaluation Protocol=Zero-Shot, Modality=text-only2026.036.12
GCNSetting=Zero-shot2026.035.29
MLP(Vision Only)Evaluation Protocol=Zero-Shot, Modality=vision-only2026.034.61
GATv2Evaluation Protocol=Zero-Shot, Modality=text-only2026.034.32
SAGESetting=Zero-shot2026.033.61
GCNEvaluation Protocol=Zero-Shot, Modality=text-only2026.033.29
SAGEEvaluation Protocol=Zero-Shot, Modality=text-only2026.033.11