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Benchmarks
Multimodal Retrieval (Image, Text) on OVEN
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75.3
R@5
V-Retrver-7B*
34.844
45.347
55.85
66.353
Mar 25, 2025
May 16, 2025
Jul 8, 2025
Aug 30, 2025
Oct 22, 2025
Dec 14, 2025
Feb 5, 2026
R@5
Average Score
Updated 4d ago
Evaluation Results
Method
Method
Links
R@5
Average Score
V-Retrver-7B*
Evaluation Protocol=Ze...
2026.02
75.3
61.1
CLIP-SF
Retrieval Strategy=Emb...
2025.03
67.6
-
UniIR-CLIP_SF
Evaluation Protocol=Su...
2026.02
67.6
44.4
LamRA-7B*
Evaluation Protocol=Ze...
2026.02
65.1
50.9
CLIP-SF
Approach=Embedding-bas...
2025.03
60.2
-
BLIP-FF
Approach=Embedding-bas...
2025.03
57.8
-
Vision-R1-7B
Evaluation Protocol=Ze...
2026.02
57.4
41.9
BLIP-FF
Retrieval Strategy=Emb...
2025.03
55.8
-
UniIR-BLIP_FF
Evaluation Protocol=Su...
2026.02
55.8
37
Qwen2.5-VL-7B
Evaluation Protocol=Ze...
2026.02
53.6
39.5
GENIUS
Retrieval Strategy=Gen...
2025.03
52.5
-
GENIUS
Approach=Generative, R...
2025.03
48.6
-
GENIUS
Approach=Generative
2025.03
36.5
-
GENIUS
Retrieval Strategy=Gen...
2025.03
36.4
-
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