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Benchmarks
Long-context Understanding on LongBench-Zh filtered (test)
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64.8
Single Document Score
Sentinel (Qwen2.5-0.5B-Instruct)
34.016
42.008
50
57.992
May 29, 2025
Single Document Score
Multi Document Score
Summarization Score
Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Single Document Score
Multi Document Score
Summarization Score
Average Score
Sentinel (Qwen2.5-0.5B-Instruct)
Compression Category=C...
2025.05
64.8
25.1
14.3
34.7
Sentinel (Qwen2.5-1.5B-Instruct)
Compression Category=C...
2025.05
63.3
24.9
14.8
34.3
Original Prompt
Tokens=14,940, Inferen...
2025.05
61.2
28.7
16
35.3
LLMLingua-2
Compression Category=M...
2025.05
46.7
23
15.3
28.3
LLMLingua
Compression Category=M...
2025.05
35.2
20.4
11.8
22.5
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