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Prompt Compression
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10
Compression Ratio (CR)
Gist Tokens
1.68
3.84
6
8.16
Jun 2, 2026
Compression Ratio (CR)
Updated 1mo ago
Evaluation Results
Method
Method
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Compression Ratio (CR)
Gist Tokens
Model=Trained, Fidelit...
2026.06
10
LLMLingua
Model=124M+, Fidelity=...
2026.06
5
AutoCompressors
Model=Trained, Fidelit...
2026.06
5
EG (Phase 2)
Model=268M, Fidelity=Y...
2026.06
5
ICAE
Model=Trained, Fidelit...
2026.06
4
Selective Context
Model=No, Fidelity=No,...
2026.06
2
Caveman
Model=No, Fidelity=No,...
2026.06
2
EG (Phase 1)
Model=No, Fidelity=Yes...
2026.06
2
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