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Benchmarks
Image-to-text Retrieval on ROCO
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39.5
R@1
CLIP (LT)
13.5312
20.2731
27.015
33.7569
Dec 8, 2022
Jun 21, 2023
Jan 3, 2024
Jul 16, 2024
Jan 28, 2025
Aug 11, 2025
Feb 23, 2026
R@1
R@5
R@10
Updated 5mo ago
Evaluation Results
Method
Method
Links
R@1
R@5
R@10
CLIP (LT)
Temperature=Learnable
2026.02
39.5
67.4
74.4
LCLgap
Losses=LATP + LCU
2026.02
38.9
68.8
81.8
CLIP (FT)
Temperature=0.07
2026.02
38.3
65.8
75.8
VLPCook
PT=VSLP
2022.12
18.44
42.78
55.9
VLPCook
PT=Ø
2022.12
14.53
38.2
51.71
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