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Text-to-Image Retrieval on SV-1k

98.6R@1

TULIP

Updated 3d ago

Evaluation Results

Method	Links
TULIP 2025.12		98.6
Smart-CLIP 2025.12		98.1
FLAIR 2024.12		98
FLAIR 2025.12		98
FLAIR 2024.12		96.7
FLAIR 2024.12		95.1
FG-CLIP (w/ hard negatives) 2025.12		94.9
β-CLIP (BCE) 2025.12		94.4
β-CLIP (CE) 2025.12		93.7
Long-CLIP 2025.12		93.4
FLAIR 2024.12		89.7
FLAIR 2024.12		89.4
FineLIP 2025.12		89.3
OpenCLIP 2024.12		87.7
Long-CLIP 2024.12		87.4
LoTLIP 2024.12		86.8
FLAIR 2024.12		86.8
LoTLIP 2025.12		86.8
EVA-CLIP 2025.12		85.5
ALIGN 2024.12		85.3
LoTLIP 2024.12		83.7
SigLIP 2024.12		83.4
FLAIR 2024.12		83.4
SigLIP 2025.12		83.4
LiT 2024.12		80
CLIP 2025.12		79.6
Fine-CLIP 2025.12		73.3
FLAIR 2024.12		70.6
OpenCLIP 2024.12		66.8
SigLIP 2024.12		63
ALIGN 2024.12		62.7
Long-CLIP 2024.12		62
LiT 2024.12		50.6