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Image-to-Text Retrieval on ShareGPT4V 1k
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99.5
R@1
CAFT++
85.252
88.951
92.65
96.349
Feb 3, 2026
R@1
Updated 3mo ago
Evaluation Results
Method
Method
Links
R@1
CAFT++
Training Data Scale=30...
2026.02
99.5
CAFT
Training Data Scale=30...
2026.02
99
TULIP
Training Data Scale=40...
2026.02
98.6
FLAIR
Training Data Scale=30...
2026.02
98.5
FG-CLIP
Training Data Scale=40...
2026.02
96.7
LoTLIP
Training Data Scale=10...
2026.02
95.5
Long-CLIP
Training Data Scale=40...
2026.02
90.6
OpenCLIP
Training Data Scale=2B...
2026.02
90.3
ALIGN
Training Data Scale=70...
2026.02
86.3
LiT
Training Data Scale=10...
2026.02
86
SigLIP
Training Data Scale=10...
2026.02
85.8
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