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Text-to-Image Retrieval on Fashion200k (R@10, MRR)

28.6R@10ZOOCLAW-FASHIONSIGLIP2
23.424.7526.127.45Jun 26, 2026

Evaluation results

MethodLinks
ZOOCLAW-FASHIONSIGLIP22026.0628.692.5
Marqo-fashionSigLIP2026.0628.392.2
SigLIP2-baseEvaluation Protocol=zero-shot2026.0626.189
Best LoRA + LwFTraining Strategy=LoRA2026.0624.987.7
Full FT + LwFTraining Strategy=Full Fine-tuning2026.0624.887.1
LLM2CLIP2026.0624.186.3
Marqo-fashionCLIP2026.0623.685.5