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Chat Generation on NoveltyBench

7.84LLM DivDiv Outline
2.383.79755.2156.6325Jun 9, 2026

Evaluation results

MethodLinks
Div OutlineBackbone LLM=Mistral-L3, Injection Level (Lv)=22026.067.84462615.747.91
KeywordBackbone LLM=Mistral-L3, Injection Level (Lv)=22026.067.33422315.138.16
Div OutlineBackbone LLM=DeepSeek-V3.2, Injection Level (Lv)=22026.067.13503218.047.43
KeywordBackbone LLM=DeepSeek-V3.2, Injection Level (Lv)=22026.066.77472917.417.77
DirectBackbone LLM=DeepSeek-V3.2, Injection Level (Lv)=0, Temperature (τ)=1.52026.063.59432519.286.9
DirectBackbone LLM=DeepSeek-V3.2, Injection Level (Lv)=02026.063.39422517.877.39
SSOTBackbone LLM=DeepSeek-V3.2, Injection Level (Lv)=12026.063.25382211.186.53
VerbalizedBackbone LLM=DeepSeek-V3.2, Injection Level (Lv)=02026.063.22392211.556.79
VerbalizedBackbone LLM=Mistral-L3, Injection Level (Lv)=02026.063.1237159.696.81
SSOTBackbone LLM=Mistral-L3, Injection Level (Lv)=12026.062.730149.776.74
DirectBackbone LLM=Mistral-L3, Injection Level (Lv)=02026.062.59451614.486.8