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Benchmarks
Multimodal Retrieval on MT-FIQ
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68.3
Recall@5
V-Retrver-7B
15.676
29.338
43
56.662
Jul 20, 2025
Aug 22, 2025
Sep 24, 2025
Oct 28, 2025
Nov 30, 2025
Jan 2, 2026
Feb 5, 2026
Recall@5
Updated 3d ago
Evaluation Results
Method
Method
Links
Recall@5
V-Retrver-7B
Zero-shot=true, Query...
2026.02
68.3
U-MARVEL+
Reranker=true
2025.07
66.3
U-MARVEL
Reranker=false
2025.07
65.7
LamRA-7B
Zero-shot=true, Query...
2026.02
63.9
LamRA
Reranker=true
2025.07
63.9
LamRA-Ret
Reranker=false
2025.07
60.9
MM-Embed-7B
Zero-shot=true, Query...
2026.02
59
UniIR-CLIP
Zero-shot=true, Query...
2026.02
39.4
UniIR-CLIP_SF
Reranker=false
2025.07
39.4
MagicLens-L
Zero-shot=true, Query...
2026.02
22.6
MagicLens-L
Reranker=false
2025.07
22.6
E5-V
Zero-shot=true, Query...
2026.02
19.2
E5-V
Reranker=false
2025.07
19.2
CLIP-L
Zero-shot=true, Query...
2026.02
17.7
CLIP-L
Reranker=false
2025.07
17.7
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