Creative Writing Generation on WritingPrompts
8.71LLM DiversityDiv Outline
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Div OutlineModel=GPT-5-mini, Injection level (Lv.)=22026.06 | 8.71 | 0.37 | 0.29 | 8.73 | |
| Div OutlineModel=DeepSeek-V3.2, Injection level (Lv.)=22026.06 | 8.07 | 0.38 | 0.26 | 8.16 | |
| Div OutlineModel=Mistral-L3, Injection level (Lv.)=22026.06 | 7.86 | 0.34 | 0.2 | 8.13 | |
| KeywordModel=DeepSeek-V3.2, Injection level (Lv.)=22026.06 | 6.93 | 0.34 | 0.23 | 8.4 | |
| Div OutlineModel=Qwen3-4B, Injection level (Lv.)=22026.06 | 6.51 | 0.34 | 0.22 | 8.04 | |
| KeywordModel=GPT-5-mini, Injection level (Lv.)=22026.06 | 6.16 | 0.29 | 0.23 | 8.86 | |
| KeywordModel=Mistral-L3, Injection level (Lv.)=22026.06 | 6.15 | 0.29 | 0.18 | 8.35 | |
| KeywordModel=Qwen3-4B, Injection level (Lv.)=22026.06 | 5.74 | 0.3 | 0.2 | 8.19 | |
| DirectModel=DeepSeek-V3.2, Injection level (Lv.)=02026.06 | 5.31 | 0.34 | 0.21 | 8.21 | |
| DirectModel=GPT-5-mini, Injection level (Lv.)=02026.06 | 4.96 | 0.28 | 0.22 | 8.59 | |
| DirectModel=DeepSeek-V3.2, Injection level (Lv.)=0, Temperature (τ)=1.52026.06 | 4.74 | 0.29 | 0.2 | 7.91 | |
| VerbalizedModel=DeepSeek-V3.2, Injection level (Lv.)=02026.06 | 4.73 | 0.29 | 0.19 | 8.19 | |
| VerbalizedModel=GPT-5-mini, Injection level (Lv.)=02026.06 | 4.69 | 0.25 | 0.2 | 8.71 | |
| SSOTModel=Mistral-L3, Injection level (Lv.)=12026.06 | 3.76 | 0.2 | 0.13 | 7.56 | |
| SSOTModel=DeepSeek-V3.2, Injection level (Lv.)=12026.06 | 3.74 | 0.24 | 0.17 | 8.01 | |
| SSOTModel=GPT-5-mini, Injection level (Lv.)=12026.06 | 3.55 | 0.21 | 0.17 | 8.17 | |
| VerbalizedModel=Mistral-L3, Injection level (Lv.)=02026.06 | 3.26 | 0.23 | 0.13 | 7.74 | |
| DirectModel=Mistral-L3, Injection level (Lv.)=02026.06 | 2.46 | 0.21 | 0.12 | 7.46 | |
| DirectModel=Qwen3-4B, Injection level (Lv.)=0, Temperature (τ)=1.52026.06 | 2.22 | 0.16 | 0.12 | 6.79 | |
| SSOTModel=Qwen3-4B, Injection level (Lv.)=12026.06 | 2.12 | 0.14 | 0.15 | 6.56 | |
| VerbalizedModel=Qwen3-4B, Injection level (Lv.)=02026.06 | 2.06 | 0.14 | 0.11 | 6.88 | |
| G2Model=Qwen3-4B, Injection level (Lv.)=02026.06 | 2 | 0.09 | 0.22 | 6.81 | |
| DirectModel=Qwen3-4B, Injection level (Lv.)=02026.06 | 1.89 | 0.15 | 0.11 | 7.1 |