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Query-relevant Extraction on MultiHopRAG
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32
F1 Score
IndexLM-1.7B
1.6632
9.5391
17.415
25.2909
Dec 7, 2025
F1 Score
Precision
Recall
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Precision
Recall
IndexLM-1.7B
Latency (s)=1.69
2025.12
32
37.46
39.02
IndexLM-4B
Latency (s)=3.36
2025.12
31.69
37.18
39.58
Firecrawl Extract
Latency (s)=11.33
2025.12
29.48
48.31
25.48
IndexLM-0.6B
Latency (s)=1.39
2025.12
28.64
33.34
37.46
Qwen3-4B + prompt
Latency (s)=11.04
2025.12
26.65
27.9
31.51
ReaderLM-v2
Latency (s)=97.52
2025.12
13.31
8.82
59.5
HtmlRAG
Latency (s)=14.62
2025.12
8.83
6.95
15.98
Chunk-Rerank
2025.12
2.83
1.46
83.78
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