Joke Generation on Joke
12.8QualitySLR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SLRBackbone=Llama2026.02 | 12.8 | 33.2 | — | |
| Post-trainedBackbone=Llama2026.02 | 12.6 | 25.1 | — | |
| Proxy-SoupBackbone=Llama2026.02 | 12.1 | 29.9 | — | |
| Post-trainedBackbone=Gemma2026.02 | 12 | 20.8 | — | |
| Post-trainedBackbone=Qwen2026.02 | 11.6 | 9.5 | — | |
| SLRBackbone=Qwen2026.02 | 11.6 | 19 | — | |
| Proxy-SoupBackbone=Gemma2026.02 | 11.6 | 19 | — | |
| SLRBackbone=Gemma2026.02 | 11.5 | 29.4 | — | |
| Proxy-SoupBackbone=Qwen2026.02 | 11.3 | 22 | — | |
| PowerFlowModel backbone=Llama-3.2-3B-Instruct, Method setting=PowerFlow2026.03 | 0.8791 | 31.35 | 30.04 | |
| InstructModel backbone=Llama-3.2-3B-Instruct, Method setting=Instruct2026.03 | 0.868 | 27.83 | 45.31 | |
| High-tempModel backbone=Llama-3.2-3B-Instruct, Method setting=High-temp2026.03 | 0.8604 | 31.51 | 37.96 | |
| PowerFlowModel backbone=Qwen2.5-7B-Instruct, Method setting=PowerFlow2026.03 | 0.846 | 32.57 | 31.93 | |
| VS-StandardModel backbone=Llama-3.2-3B-Instruct, Method setting=VS-Standard2026.03 | 0.8423 | 38.55 | 27.95 | |
| InstructModel backbone=Qwen2.5-7B-Instruct, Method setting=Instruct2026.03 | 0.8383 | 28.03 | 42.42 | |
| VS-StandardModel backbone=Qwen2.5-7B-Instruct, Method setting=VS-Standard2026.03 | 0.8335 | 37.63 | 24.44 | |
| High-tempModel backbone=Qwen2.5-7B-Instruct, Method setting=High-temp2026.03 | 0.8238 | 31.08 | 36.68 | |
| PowerFlowModel backbone=Qwen2.5-3B-Instruct, Method setting=PowerFlow2026.03 | 0.8147 | 33.6 | 29.31 | |
| BaseModel backbone=Llama-3.2-3B-Instruct, Method setting=Base2026.03 | 0.8144 | 32.98 | 7.62 | |
| VS-StandardModel backbone=Qwen2.5-3B-Instruct, Method setting=VS-Standard2026.03 | 0.8032 | 37.56 | 24.32 | |
| BaseModel backbone=Qwen2.5-7B-Instruct, Method setting=Base2026.03 | 0.7942 | 34.16 | 23.01 | |
| InstructModel backbone=Qwen2.5-3B-Instruct, Method setting=Instruct2026.03 | 0.7939 | 28.94 | 39.06 | |
| High-tempModel backbone=Qwen2.5-3B-Instruct, Method setting=High-temp2026.03 | 0.7909 | 31.94 | 33.77 | |
| BaseModel backbone=Qwen2.5-3B-Instruct, Method setting=Base2026.03 | 0.7575 | 33.3 | 20.8 | |
| PowerFlowModel backbone=Qwen2.5-1.5B-Instruct, Method setting=PowerFlow2026.03 | 0.7423 | 44.46 | 9.6 | |
| VS-StandardModel backbone=Qwen2.5-1.5B-Instruct, Method setting=VS-Standard2026.03 | 0.7181 | 39 | 27.42 | |
| InstructModel backbone=Qwen2.5-1.5B-Instruct, Method setting=Instruct2026.03 | 0.7077 | 29.81 | 43.91 | |
| High-tempModel backbone=Qwen2.5-1.5B-Instruct, Method setting=High-temp2026.03 | 0.6854 | 36.2 | 31.41 | |
| BaseModel backbone=Qwen2.5-1.5B-Instruct, Method setting=Base2026.03 | 0.6725 | 37.95 | 18.04 |