Main Content Extraction on MultiHopRAG
87.4F1 ScoreIndexLM-4B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IndexLM-4BLatency (s)=0.812025.12 | 87.4 | 85.8 | 92.46 | |
| IndexLM-0.6BLatency (s)=0.352025.12 | 83.38 | 85.28 | 84.63 | |
| IndexLM-1.7BLatency (s)=0.422025.12 | 81.78 | 84.16 | 83.44 | |
| Qwen3-4B + promptLatency (s)=17.352025.12 | 71.95 | 80.76 | 69.91 | |
| ReaderLM-v2Latency (s)=11.762025.12 | 68.89 | 66.85 | 81.3 | |
| HtmlRAGLatency (s)=7.122025.12 | 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 |