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Retrieval-Augmented Generation on CovidQA

79.7FaithfulnessHyTE-Hbert
65.03668.84372.6576.457Feb 8, 2026

Evaluation results

MethodLinks
HyTE-HbertRetrieval Context Window Size=5, Generator Model=Llama-3.1-8B-Instruct, Judge Model=Llama-3.1-8B-Instruct2026.0279.797.475.5
GTERetrieval Context Window Size=5, Generator Model=Llama-3.1-8B-Instruct, Judge Model=Llama-3.1-8B-Instruct2026.0269.58453.8
GemmaRetrieval Context Window Size=5, Generator Model=Llama-3.1-8B-Instruct, Judge Model=Llama-3.1-8B-Instruct2026.0268.57649.7
ModernBert*Retrieval Context Window Size=5, Generator Model=Llama-3.1-8B-Instruct, Judge Model=Llama-3.1-8B-Instruct2026.0265.689.553.78
KaLM-mini-v1Retrieval Context Window Size=5, Generator Model=Llama-3.1-8B-Instruct, Judge Model=Llama-3.1-8B-Instruct2026.0265.678.752.8