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RAG Question Answering on NQ (Natural Questions) (F1)

54.06F1 Score

IndexLM-1.7B

Updated 4d ago

Evaluation Results

Method	Links
IndexLM-1.7B 2025.12		54.06
IndexLM-4B 2025.12		53.1
IndexLM-4B 2025.12		52.77
IndexLM-0.6B 2025.12		52.59
IndexLM-0.6B 2025.12		51.51
IndexLM-1.7B 2025.12		51.42
Chunk-Rerank 2025.12		49.65
Qwen3-4B + prompt 2025.12		48.02
Firecrawl Extract 2025.12		47.95
Firecrawl Extract 2025.12		47.94
HtmlRAG 2025.12		46.99
Qwen3-4B + prompt 2025.12		45.23
Chunk-Rerank 2025.12		44.39
ReaderLM-v2 2025.12		44.35
ReaderLM-v2 2025.12		43.81
HtmlRAG 2025.12		42.56
Markdown (raw) 2025.12		40.42
Markdown (raw) 2025.12		37.74
HTML (raw) 2025.12		26.32
HTML (raw) 2025.12		24.91