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Visual Document Retrieval on VisRAG
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91.2
nDCG@10
Qwen3-VL-Ranker-8B
82.048
84.424
86.8
89.176
Jan 8, 2026
nDCG@10
Updated 4d ago
Evaluation Results
Method
Method
Links
nDCG@10
Qwen3-VL-Ranker-8B
Size=8B
2026.01
91.2
tomoro-colqwen3-embed-8b
Size=8B
2026.01
90.2
Qwen3-VL-Ranker-2B
Size=2B
2026.01
90.2
tomoro-colqwen3-embed-4b
Size=4B
2026.01
89
colnomic-embed-multimodal-7b
Size=7B
2026.01
88.7
Qwen3-VL-Embedding-8B
Size=8B
2026.01
88.7
colnomic-embed-multimodal-3b
Size=3B
2026.01
86.8
colqwen2.5-v0.2
Size=3B
2026.01
86.6
Qwen3-VL-Embedding-2B
Size=2B
2026.01
86.4
llama-nemoretriever-colembed-3b-v1
Size=3B
2026.01
85.5
llama-nemoretriever-colembed-1b-v1
Size=1B
2026.01
82.4
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