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Text Question Answering on LongBench

62.6Accuracy

LensVLM

Updated 23d ago

Evaluation Results

Method	Links
LensVLM 2026.05		62.6
Text 2026.05		62.5
LensVLMSFT 2026.05		54.1
BGE-M3 2026.05		53.8
Qwen3-Emb 2026.05		51.3
LensVLM 2026.05		50.9
BM25 2026.05		50.6
Jina-v4-MM 2026.05		49.9
Jina-v4 2026.05		49.5
BGE-M3 2026.05		45.6
ColPali 2026.05		44.6
LensVLMSFT 2026.05		44
Jina-v4 2026.05		43.2
Qwen3-Emb 2026.05		42.9
BM25 2026.05		42.8
LensVLM 2026.05		42
BGE-M3 2026.05		41.1
BM25 2026.05		39.8
Jina-v4 2026.05		39.1
Jina-v4-MM 2026.05		38.8
LLMLingua-2 2026.05		38.3
Glyph 2026.05		37.9
Qwen3-Emb 2026.05		37.9
Jina-v4-MM 2026.05		36.3
ColPali 2026.05		35.7
ColPali 2026.05		34.4
LensVLMSFT 2026.05		32.5
Comp. Image 2026.05		29.8
Base + Expand 2026.05		28.2
LLMLingua-2 2026.05		25.5
Base + Expand 2026.05		24.8
LLMLingua-2 2026.05		23.3
Glyph 2026.05		21.9
Base + Expand 2026.05		21.7
Comp. Image 2026.05		18.7
Glyph 2026.05		18.4
Comp. Image 2026.05		11.9