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Multi-step Reasoning over Code Dependencies on ConvFinQA hard

74.67Accuracy (Multi-step Reasoning)SGKR
51.093257.214163.33569.4559Apr 12, 2026

Evaluation results

MethodLinks
SGKRAvg. Nodes=1.522026.0474.67
GRAPHSAGE-RAGAvg. Nodes=22026.0471.67
BGE-LARGE-EN-V1.5-RAGAvg. Nodes=22026.0471.33
CODEBERT-RAGAvg. Nodes=22026.0468.33
few-shot2026.0463
vanilla2026.0452