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Node Degree on GraphQA

99.7AccuracyGTLM
10.57233.71156.8579.989May 11, 2026

Evaluation results

MethodLinks
GTLMrepresentation=Standard2026.0599.7
1st GraphTokenencoder=MPNN2026.0596.2
GTLMrepresentation=Incidence2026.0591.8
2nd GraphTokenencoder=MHA2026.0555.2
3rd GraphTokenencoder=HGT2026.0526.6
Zero-Shot LLMmode=zero-shot2026.0514