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Benchmarks
Multi-modal Retrieval on WebQA
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84.7
Recall@5
CLIP-SF
7.0432
27.2041
47.365
67.5259
Jun 6, 2024
Jul 24, 2024
Sep 11, 2024
Oct 30, 2024
Dec 17, 2024
Feb 4, 2025
Mar 25, 2025
Recall@5
Updated 4d ago
Evaluation Results
Method
Method
Links
Recall@5
CLIP-SF
Retrieval Strategy=Emb...
2025.03
84.7
BLIP-FF
Retrieval Strategy=Emb...
2025.03
80
BLIP-FF
Retrieval Strategy=Emb...
2025.03
79.8
BLIP-FF
Approach=Embedding-bas...
2025.03
79.7
CLIP-SF
Approach=Embedding-bas...
2025.03
78.8
CLIP-SF
Retrieval Strategy=Emb...
2025.03
78.7
GENIUS
Retrieval Strategy=Gen...
2025.03
60.6
VISTA
#Params=196M, Zero-sho...
2024.06
60.11
GENIUS
Approach=Generative, R...
2025.03
59.7
GENIUS
Retrieval Strategy=Gen...
2025.03
49.7
GENIUS
Approach=Generative
2025.03
49
GENIUS
Retrieval Strategy=Gen...
2025.03
44.6
GENIUS
Retrieval Strategy=Gen...
2025.03
32.5
BLIP-MM
#Params=224M, Zero-sho...
2024.06
30.11
CLIP-MM
#Params=149M, Zero-sho...
2024.06
28.77
Pic2Word-MM
#Params=224M, Zero-sho...
2024.06
24.15
Pic2Word
#Params=224M, Zero-sho...
2024.06
12.72
CLIP
#Params=149M, Zero-sho...
2024.06
10.54
BLIP
#Params=224M, Zero-sho...
2024.06
10.03
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