Inference Efficiency on General LLM Prompts
2.08ATGRSelfCD
Evaluation results
| Method | Links | |
|---|---|---|
| SelfCDBackbone=Qwen32026.04 | 2.08 | |
| SelfCDBackbone=Gemma22026.04 | 2.07 | |
| SelfCDBackbone=Llama32026.04 | 1.98 | |
| PromptBackbone=Llama32026.04 | 1.42 | |
| PromptBackbone=Qwen32026.04 | 1.39 | |
| PromptBackbone=Gemma22026.04 | 1.29 | |
| AdaCDBackbone=Gemma22026.04 | 1.05 | |
| SurgicalBackbone=Gemma22026.04 | 1.03 | |
| SurgicalBackbone=Qwen32026.04 | 1.02 | |
| AdaCDBackbone=Llama32026.04 | 1.02 | |
| AdaCDBackbone=Qwen32026.04 | 1.02 | |
| SurgicalBackbone=Llama32026.04 | 1.01 | |
| DefaultBackbone=Llama32026.04 | 1 | |
| DefaultBackbone=Gemma22026.04 | 1 | |
| DefaultBackbone=Qwen32026.04 | 1 | |
| SSDBackbone=Qwen32026.04 | 0.95 | |
| SSDBackbone=Gemma22026.04 | 0.91 | |
| SSDBackbone=Llama32026.04 | 0.87 |