Query-relevant Extraction on MultiHopRAG
32F1 ScoreIndexLM-1.7B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IndexLM-1.7BLatency (s)=1.692025.12 | 32 | 37.46 | 39.02 | |
| IndexLM-4BLatency (s)=3.362025.12 | 31.69 | 37.18 | 39.58 | |
| Firecrawl ExtractLatency (s)=11.332025.12 | 29.48 | 48.31 | 25.48 | |
| IndexLM-0.6BLatency (s)=1.392025.12 | 28.64 | 33.34 | 37.46 | |
| Qwen3-4B + promptLatency (s)=11.042025.12 | 26.65 | 27.9 | 31.51 | |
| ReaderLM-v2Latency (s)=97.522025.12 | 13.31 | 8.82 | 59.5 | |
| HtmlRAGLatency (s)=14.622025.12 | 8.83 | 6.95 | 15.98 | |
| Chunk-Rerank2025.12 | 2.83 | 1.46 | 83.78 |