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Main Content Extraction on MultiHopRAG
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87.4
F1 Score
IndexLM-4B
12.312
31.806
51.3
70.794
Dec 7, 2025
F1 Score
Precision
Recall
Updated 4d ago
Evaluation Results
Method
Method
Links
F1 Score
Precision
Recall
IndexLM-4B
Latency (s)=0.81
2025.12
87.4
85.8
92.46
IndexLM-0.6B
Latency (s)=0.35
2025.12
83.38
85.28
84.63
IndexLM-1.7B
Latency (s)=0.42
2025.12
81.78
84.16
83.44
Qwen3-4B + prompt
Latency (s)=17.35
2025.12
71.95
80.76
69.91
ReaderLM-v2
Latency (s)=11.76
2025.12
68.89
66.85
81.3
HtmlRAG
Latency (s)=7.12
2025.12
48.65
40.57
77.52
Markdown (raw)
2025.12
46.07
33.93
93.72
HTML (raw)
2025.12
15.2
9.42
83.42
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