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Open-Ended Question Answering on DisastQA

71Base CoverageMistral-7B
59.35262.37665.468.424Apr 6, 2026

Evaluation results

MethodLinks
Mistral-7BModel=Mistral-7B, Configuration=Base (No RAG)2026.0471——
Qwen-3-8BModel=Qwen-3-8B, Configuration=Base (No RAG)2026.0470.3——
LLaMA-3-8BModel=LLaMA-3-8B, Configuration=Base (No RAG)2026.0468.2——
DeepSeek-V3Model=DeepSeek-V3, Configuration=Base (No RAG)2026.0459.8——
DisastRAGBackbone=DeepSeek-V3, Best Configuration=Vector Retrieval IR100-Rerank102026.04—70.310.5
DisastRAGBackbone=Qwen-3-8B, Best Configuration=Hybrid Retrieval IR200-Rerank152026.04—798.7
DisastRAGBackbone=LLaMA-3-8B, Best Configuration=Hybrid Retrieval IR200-Rerank52026.04—75.67.4
DisastRAGBackbone=Mistral-7B, Best Configuration=Hybrid Retrieval IR150-Rerank52026.04—78.27.2