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ResearchFormerly WizWand

Image-based Retrieval on M5Product

44.32Recall@10MOON
0.608811.956923.30534.6531Aug 16, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MOONSetup=Zero-shot2025.0844.3271.7585.32
GMESetup=Zero-shot2025.0844.0571.5786.24
MM-EmbedSetup=Zero-shot2025.0842.4169.4884.76
InternVL3-2BSetup=SFT2025.0841.0168.1882.15
MOONSetup=Zero-shot2025.0836.3659.9576.28
InternVL3-2BSetup=SFT2025.0832.9658.6474.48
Qwen2.5-VL-3BSetup=SFT2025.0830.4554.8171.5
SigLIP2Setup=Zero-shot2025.0829.8658.3777.45
SigLIP2Setup=Zero-shot2025.0829.1457.5977.74
Qwen2.5-VL-3BSetup=SFT2025.0829.0152.1468.64
Qwen2.5-VL-3BSetup=Zero-shot2025.0828.352.2470.17
FashionCLIPSetup=Zero-shot2025.0825.3649.868.17
Qwen2.5-VL-3BSetup=Zero-shot2025.0823.9146.5465.24
FashionCLIPSetup=Zero-shot2025.0823.2149.2569.62
GMESetup=Zero-shot2025.0821.948.9570.23
CLIPSetup=Zero-shot2025.0817.4138.7259.76
MM-EmbedSetup=Zero-shot2025.0815.439.7463.38
CLIPSetup=Zero-shot2025.0812.6934.2357.73
InternVL3-2BSetup=Zero-shot2025.084.3113.3828.05
InternVL3-2BSetup=Zero-shot2025.082.298.3920.22