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Retrieval-Augmented Generation on Cuad

76FaithfulnessHyTE-Hbert
62.68866.14469.673.056Feb 8, 2026

Evaluation results

MethodLinks
HyTE-HbertRetrieval Context Window Size=5, Generator Model=Llama-3.1-8B-Instruct, Judge Model=Llama-3.1-8B-Instruct2026.027668.380.4
KaLM-mini-v1Retrieval Context Window Size=5, Generator Model=Llama-3.1-8B-Instruct, Judge Model=Llama-3.1-8B-Instruct2026.0274.278.971.6
GTERetrieval Context Window Size=5, Generator Model=Llama-3.1-8B-Instruct, Judge Model=Llama-3.1-8B-Instruct2026.0273.359.977.9
GemmaRetrieval Context Window Size=5, Generator Model=Llama-3.1-8B-Instruct, Judge Model=Llama-3.1-8B-Instruct2026.0272.46077.8
ModernBert*Retrieval Context Window Size=5, Generator Model=Llama-3.1-8B-Instruct, Judge Model=Llama-3.1-8B-Instruct2026.0263.270.974.6