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Benchmarks
Image-Text-to-Text Retrieval on OVEN
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57.8
Recall@5
V-Retrver-7B*
33.672
39.936
46.2
52.464
Mar 25, 2025
May 16, 2025
Jul 8, 2025
Aug 30, 2025
Oct 22, 2025
Dec 14, 2025
Feb 5, 2026
Recall@5
Average Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Recall@5
Average Score
V-Retrver-7B*
Evaluation Protocol=Ze...
2026.02
57.8
61.1
LamRA-7B*
Evaluation Protocol=Ze...
2026.02
46.9
50.9
CLIP-SF
Retrieval Strategy=Emb...
2025.03
45.5
-
UniIR-CLIP_SF
Evaluation Protocol=Su...
2026.02
45.5
44.4
GENIUS
Retrieval Strategy=Gen...
2025.03
41.9
-
BLIP-FF
Retrieval Strategy=Emb...
2025.03
41
-
UniIR-BLIP_FF
Evaluation Protocol=Su...
2026.02
41
37
Vision-R1-7B
Evaluation Protocol=Ze...
2026.02
39.8
41.9
CLIP-SF
Approach=Embedding-bas...
2025.03
39.2
-
Qwen2.5-VL-7B
Evaluation Protocol=Ze...
2026.02
38.5
39.5
GENIUS
Approach=Generative, R...
2025.03
38
-
GENIUS
Retrieval Strategy=Gen...
2025.03
36.6
-
BLIP-FF
Approach=Embedding-bas...
2025.03
34.7
-
GENIUS
Approach=Generative
2025.03
34.6
-
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