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 |
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| 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 |