Text Compression on LMSYS-Chat Overall
0.09Compression RatioCorrect LoRA
Evaluation results
| Method | Links | |
|---|---|---|
| Correct LoRAType=LoRA Adaptation, Selection Strategy=Adapter trained on the same cluster2026.02 | 0.09 | |
| RAG LoRAType=LoRA Adaptation, Selection Strategy=Retrieval-based router from prompt only2026.02 | 0.1 | |
| Average LoRAType=LoRA Adaptation, Selection Strategy=Mean across 9 incorrect adapters2026.02 | 0.13 | |
| Worst LoRAType=LoRA Adaptation, Selection Strategy=Worst-performing incorrect adapter2026.02 | 0.13 | |
| Base ModelCategory=Baseline2026.02 | 0.18 | |
| GzipCategory=Baseline2026.02 | 0.44 |