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Benchmarks
Multilingual Text Retrieval on xFlickr&CO Full data (2M samples)
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54.07
Recall@1
ToMCLIP
14.4876
24.7638
35.04
45.3162
Oct 13, 2025
Recall@1
Recall@5
Recall@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
Recall@1
Recall@5
Recall@10
ToMCLIP
2025.10
54.07
79.98
87.67
ToMCLIP(Ldm)
loss=Ldm
2025.10
54.01
80.38
88.08
ToMCLIP(Lta)
loss=Lta
2025.10
53.83
79.91
87.8
MCLIP
2025.10
53.38
79.48
87.34
CLIP
2025.10
16.01
28.75
35.4
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