Prompt Compression
10Compression Ratio (CR)Gist Tokens
Evaluation results
| Method | Links | |
|---|---|---|
| Gist TokensModel=Trained, Fidelity=No, Domain=No2026.06 | 10 | |
| LLMLinguaModel=124M+, Fidelity=No, Domain=No2026.06 | 5 | |
| AutoCompressorsModel=Trained, Fidelity=No, Domain=No2026.06 | 5 | |
| EG (Phase 2)Model=268M, Fidelity=Yes, Domain=Yes2026.06 | 5 | |
| ICAEModel=Trained, Fidelity=No, Domain=No2026.06 | 4 | |
| Selective ContextModel=No, Fidelity=No, Domain=No2026.06 | 2 | |
| CavemanModel=No, Fidelity=No, Domain=No2026.06 | 2 | |
| EG (Phase 1)Model=No, Fidelity=Yes, Domain=Yes2026.06 | 2 |