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Text Question Answering on MuSiQue (Accuracy)

69.6Accuracy

LensVLM

Updated 23d ago

Evaluation Results

Method	Links
LensVLM 2026.05		69.6
Text 2026.05		68.7
LensVLMSFT 2026.05		66.1
LensVLM 2026.05		62.4
LensVLMSFT 2026.05		59.9
BGE-M3 2026.05		59
Jina-v4-MM 2026.05		58.5
Jina-v4 2026.05		57.5
Qwen3-Emb 2026.05		56.5
BM25 2026.05		53.2
ColPali 2026.05		49.5
LensVLM 2026.05		49
Qwen3-Emb 2026.05		48.2
BGE-M3 2026.05		48
Jina-v4 2026.05		47.7
Jina-v4-MM 2026.05		45
BM25 2026.05		43.8
Jina-v4 2026.05		41.7
Qwen3-Emb 2026.05		41.3
LensVLMSFT 2026.05		41.2
BGE-M3 2026.05		40.2
Jina-v4-MM 2026.05		39
BM25 2026.05		36.8
Base + Expand 2026.05		34
LLMLingua-2 2026.05		33.8
Glyph 2026.05		33
ColPali 2026.05		32.5
ColPali 2026.05		31.5
Glyph 2026.05		26.5
LLMLingua-2 2026.05		26.5
LLMLingua-2 2026.05		21.8
Glyph 2026.05		21
Comp. Image 2026.05		19.5
Base + Expand 2026.05		15
Comp. Image 2026.05		14
Comp. Image 2026.05		12.5
Base + Expand 2026.05		12.5