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Benchmarks
Multilingual Image Retrieval on xFlickr&CO (Full data (2M samples))
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50.85
Recall@1
ToMCLIP(Ldm)
10.5292
20.9971
31.465
41.9329
Oct 13, 2025
Recall@1
Recall@5
Recall@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
Recall@1
Recall@5
Recall@10
ToMCLIP(Ldm)
loss=Ldm
2025.10
50.85
78.25
86.56
ToMCLIP(Lta)
loss=Lta
2025.10
50.79
78.01
86.19
ToMCLIP
2025.10
50.76
77.99
86.48
MCLIP
2025.10
50.13
77.51
85.86
CLIP
2025.10
12.08
22.12
27.19
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