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Text Question Answering on HELMET

78.4Accuracy

LensVLM

Updated 23d ago

Evaluation Results

Method	Links
LensVLM 2026.05		78.4
Text 2026.05		76.2
BGE-M3 2026.05		73.8
Jina-v4 2026.05		73.7
Jina-v4-MM 2026.05		73
Qwen3-Emb 2026.05		72.7
LensVLMSFT 2026.05		72.7
ColPali 2026.05		71.5
LensVLM 2026.05		71.5
BM25 2026.05		70.3
Qwen3-Emb 2026.05		70
Jina-v4 2026.05		69.7
Jina-v4-MM 2026.05		69
Jina-v4 2026.05		68.8
BGE-M3 2026.05		68.3
BGE-M3 2026.05		67.8
Qwen3-Emb 2026.05		67.5
BM25 2026.05		65.5
Glyph 2026.05		63.5
BM25 2026.05		63.5
LensVLMSFT 2026.05		63.2
Jina-v4-MM 2026.05		63
ColPali 2026.05		60
LLMLingua-2 2026.05		58.7
LensVLM 2026.05		57.2
ColPali 2026.05		57
LensVLMSFT 2026.05		51.7
LLMLingua-2 2026.05		50.8
Glyph 2026.05		50.5
LLMLingua-2 2026.05		47.2
Glyph 2026.05		46
Base + Expand 2026.05		35
Comp. Image 2026.05		33.1
Base + Expand 2026.05		30.5
Comp. Image 2026.05		24.5
Base + Expand 2026.05		24.5
Comp. Image 2026.05		22.5