Diverse Generation on Poetry Foundation
8.83LLM DiversityDiv Outline
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Div OutlineLv=2, Model=GPT-5-mini2026.06 | 8.83 | 23 | 27 | 8.18 | |
| Div OutlineLv=2, Model=DeepSeek-V3.22026.06 | 8.78 | 37 | 23 | 8.18 | |
| Div OutlineLv=2, Model=Mistral-L32026.06 | 8.03 | 26 | 16 | 8.19 | |
| KeywordLv=2, Model=GPT-5-mini2026.06 | 7.98 | 22 | 24 | 7.94 | |
| KeywordLv=2, Model=DeepSeek-V3.22026.06 | 7.39 | 30 | 22 | 8.1 | |
| Div OutlineLv=2, Model=Qwen3-4B2026.06 | 7.21 | 29 | 23 | 8.04 | |
| KeywordLv=2, Model=Mistral-L32026.06 | 6.96 | 20 | 15 | 8.18 | |
| KeywordLv=2, Model=Qwen3-4B2026.06 | 6.36 | 29 | 21 | 8.11 | |
| SSOTLv=1, Model=DeepSeek-V3.22026.06 | 4.26 | 16 | 17 | 7.97 | |
| SSOTLv=1, Model=Mistral-L32026.06 | 4.17 | 12 | 10 | 8.01 | |
| VerbalizedLv=0, Model=DeepSeek-V3.22026.06 | 3.23 | 25 | 16 | 8.01 | |
| SSOTLv=1, Model=GPT-5-mini2026.06 | 3.15 | 10 | 13 | 8.32 | |
| VerbalizedLv=0, Model=GPT-5-mini2026.06 | 2.99 | 11 | 15 | 8.4 | |
| SSOTLv=1, Model=Qwen3-4B2026.06 | 2.96 | 19 | 15 | 7.29 | |
| DirectLv=0, Model=DeepSeek-V3.22026.06 | 2.9 | 23 | 17 | 7.99 | |
| Direct (τ=1.5)Lv=0, Model=Qwen3-4B2026.06 | 2.83 | 10 | 12 | 7.13 | |
| Direct (τ=1.5)Lv=0, Model=DeepSeek-V3.22026.06 | 2.8 | 25 | 15 | 7.73 | |
| VerbalizedLv=0, Model=Mistral-L32026.06 | 2.61 | 19 | 10 | 7.76 | |
| VerbalizedLv=0, Model=Qwen3-4B2026.06 | 2.56 | 12 | 12 | 7.45 | |
| DirectLv=0, Model=Qwen3-4B2026.06 | 2.46 | 10 | 11 | 7.47 | |
| G2Lv=0, Model=Qwen3-4B2026.06 | 2.46 | 8 | 19 | 7.19 | |
| DirectLv=0, Model=GPT-5-mini2026.06 | 2.44 | 11 | 13 | 8.3 | |
| DirectLv=0, Model=Mistral-L32026.06 | 1.92 | 14 | 8 | 7.61 |