Text Generation on CMedQA v2
3.2ROUGE-1Qwen2.5-1.5B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Qwen2.5-1.5BBackbone=Qwen2.5-1.5B, Prompt Compression=None2026.05 | 3.2 | 0.7 | 3.1 | 0.86 | 83.3 | |
| MedTPEBackbone=Qwen2.5-1.5B, Prompt Compression=MedTPE2026.05 | 3 | 0.7 | 2.9 | 0.86 | 67.3 | |
| Llama3-1BBackbone=Llama3-1B, Prompt Compression=None2026.05 | 2.8 | 0.8 | 2.7 | 0.844 | 127.4 | |
| MedTPEBackbone=Llama3-1B, Prompt Compression=MedTPE2026.05 | 2.7 | 0.7 | 2.6 | 0.844 | 113.3 | |
| LLMLingua2Backbone=Qwen2.5-1.5B, Prompt Compression=LLMLingua22026.05 | 2.2 | 0.7 | 2.1 | 0.846 | 141.4 | |
| LLMLingua2Backbone=Llama3-1B, Prompt Compression=LLMLingua22026.05 | 2 | 0.6 | 1.9 | 0.825 | 288.1 |