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Benchmarks
Prompt Compression on L-Eval (test)
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64.4
Coursera QA Accuracy
LLMLingua-2
58.68
60.165
61.65
63.135
Mar 20, 2026
Coursera QA Accuracy
QuALITY Accuracy
SFictionQA Accuracy
TPO Score
LongFQA Accuracy
Legal Contract QA Accuracy
Average Score (L-Eval)
Updated 26d ago
Evaluation Results
Method
Method
Links
Coursera QA Accuracy
QuALITY Accuracy
SFictionQA Accuracy
TPO Score
LongFQA Accuracy
Legal Contract QA Accuracy
Average Score (L-Eval)
LLMLingua-2
Tokens=2,110, 1/τ=4×,...
2026.03
64.4
55
66.4
73.2
45
23.7
54.6
BEAVER
Tokens=2,180, 1/τ=4×,...
2026.03
64.4
56.9
76.6
74
44.7
28.8
57.6
Simply-BEAVER
Tokens=2,123, 1/τ=4×,...
2026.03
63.1
52.9
74.2
72.5
39.7
27.2
54.9
LongLLMLingua
Tokens=2,196, 1/τ=4×,...
2026.03
62.2
51
65.6
71
37.7
21.3
51.5
LLMLingua
Tokens=2,122, 1/τ=4×,...
2026.03
58.9
50
60.9
65.1
34.3
21.9
48.5
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