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Summarization on MultiNews (Rouge-L)

23.66Rouge-LS3-Pure
21.5822.1222.6623.2Jan 25, 2026

Evaluation results

MethodLinks
S3-PureModel=Llama-3.1-8B-Instruct2026.0123.66
RAG-DenseModel=Llama-3.1-8B-Instruct2026.0123.66
FullKVModel=Mistral-7B-Instruct-v0.32026.0123.52
RAG-RerankModel=Llama-3.1-8B-Instruct2026.0123.42
HyDE-RerankModel=Llama-3.1-8B-Instruct2026.0123.42
FullKVModel=Llama-3.1-8B-Instruct2026.0123.4
HyDE-RerankModel=Mistral-7B-Instruct-v0.32026.0123.38
S3-HybridModel=Llama-3.1-8B-Instruct2026.0123.38
BM25Model=Llama-3.1-8B-Instruct2026.0123.38
S3-HybridModel=Mistral-7B-Instruct-v0.32026.0123.37
BM25Model=Mistral-7B-Instruct-v0.32026.0123.37
RAG-RerankModel=Mistral-7B-Instruct-v0.32026.0123.32
S3-PureModel=Mistral-7B-Instruct-v0.32026.0122.68
RAG-DenseModel=Mistral-7B-Instruct-v0.32026.0122.68
FullKVModel=Qwen2-7B-Instruct2026.0121.73
RAG-RerankModel=Qwen2-7B-Instruct2026.0121.7
HyDE-RerankModel=Qwen2-7B-Instruct2026.0121.7
S3-HybridModel=Qwen2-7B-Instruct2026.0121.66
S3-PureModel=Qwen2-7B-Instruct2026.0121.66
RAG-DenseModel=Qwen2-7B-Instruct2026.0121.66
BM25Model=Qwen2-7B-Instruct2026.0121.66