Prompt Compression on GSM8K
37.2Compression RatioOracle Exp.
Evaluation results
| Method | Links | |
|---|---|---|
| Oracle Exp.2025.05 | 37.2 | |
| Proxy Exp.2025.05 | 35.5 | |
| AttnComp2025.05 | 30.2 | |
| LLMLingua2025.05 | 28.9 | |
| Random2025.05 | 25.3 |
| Method | Links | |
|---|---|---|
| Oracle Exp.2025.05 | 37.2 | |
| Proxy Exp.2025.05 | 35.5 | |
| AttnComp2025.05 | 30.2 | |
| LLMLingua2025.05 | 28.9 | |
| Random2025.05 | 25.3 |