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Scientific Short Answer Grading on NGSS short answer grading dataset Task 1

0.919DCIHippoRAG
0.205560.390780.5760.76122Feb 28, 2026

Evaluation results

MethodLinks
HippoRAG2026.020.9190.8110.757
MS GraphRAG2026.020.8380.730.811
RAG2026.020.3670.3330.233
NonRAG2026.020.2330.3670.267