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Benchmarks
Information Retrieval on MMDocRAG
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87.7
Recall@10
Qwen2-VL
51.3
60.75
70.2
79.65
Apr 24, 2026
Recall@10
Recall@15
Recall@20
Updated 1mo ago
Evaluation Results
Method
Method
Links
Recall@10
Recall@15
Recall@20
Qwen2-VL
Configuration=SKR
2026.04
87.7
91.6
94.4
Phi-3-VL
Configuration=SKR
2026.04
84.2
89.1
92.3
LLaVA-1.6
Configuration=SKR
2026.04
83.4
88.6
92
ColQwen
2026.04
70.8
79.2
84.3
ColPali
2026.04
68.2
77.5
81.2
DSEwiki-ss
2026.04
67.1
75.3
79.9
DSEdocmatix
2026.04
65.7
75
78.2
Phi-3-VL
Configuration=Base
2026.04
60.7
70.3
76.8
Qwen2-VL
Configuration=Base
2026.04
57.8
68.7
74.9
LLaVA-1.6
Configuration=Base
2026.04
52.7
63.4
70.5
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