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Text Question Answering on Qasper

61.3Accuracy

Text

Updated 23d ago

Evaluation Results

Method	Links
Text 2026.05		61.3
Qwen3-Emb 2026.05		52.2
Jina-v4 2026.05		50.9
LensVLM 2026.05		48.3
Jina-v4-MM 2026.05		47.3
BGE-M3 2026.05		45.8
LensVLMSFT 2026.05		43.3
BM25 2026.05		42.7
Jina-v4-MM 2026.05		39
LensVLM 2026.05		38.5
Base + Expand 2026.05		37.9
Qwen3-Emb 2026.05		36.3
Jina-v4 2026.05		36.1
LensVLMSFT 2026.05		36
ColPali 2026.05		35.8
BGE-M3 2026.05		34.6
BM25 2026.05		33.9
LLMLingua-2 2026.05		33.5
Jina-v4-MM 2026.05		33.5
Qwen3-Emb 2026.05		33.2
Glyph 2026.05		31.9
ColPali 2026.05		31.9
BGE-M3 2026.05		31.1
Jina-v4 2026.05		31
BM25 2026.05		30.4
LensVLM 2026.05		28.4
Comp. Image 2026.05		25.3
Base + Expand 2026.05		25.3
LLMLingua-2 2026.05		24.5
LensVLMSFT 2026.05		24.4
ColPali 2026.05		21.4
LLMLingua-2 2026.05		16.8
Base + Expand 2026.05		15.4
Glyph 2026.05		12.1
Comp. Image 2026.05		8.8
Glyph 2026.05		7.7
Comp. Image 2026.05		2.8