ResearchBenchmarksNode Classification on Toys to Books zero-shot (test)Node Classification on Toys to Books zero-shot (test)Follow47.3Accuracy (Zero-Shot)Mario-8B6.147216.831127.51538.1989Mar 5, 2026Evaluation resultsMethodMethodLinksAccuracy (Zero-Shot)Mario-8BSetting=Zero-shotSetting=Zero-shot2026.0347.3MLaGASetting=Zero-shotSetting=Zero-shot2026.0344.85GraphPrompterSetting=Zero-shotSetting=Zero-shot2026.0323GATv2Setting=Zero-shotSetting=Zero-shot2026.0314.5GCNSetting=Zero-shotSetting=Zero-shot2026.0311.47LLaGASetting=Zero-shotSetting=Zero-shot2026.038.85SAGESetting=Zero-shotSetting=Zero-shot2026.037.73