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ResearchFormerly WizWand

Multimodal Retrieval on M5Product

15.27Recall@1MOON2.0
-0.47563.61227.711.7878Nov 16, 2025
Updated 7mo ago

Evaluation results

MethodLinks
MOON2.0zero-shot=true2025.1115.2725.6938.45
MOON2.0zero-shot=true2025.1115.2127.3739.27
GMEzero-shot=true2025.1114.4926.6139.4
MOONzero-shot=true2025.1114.2725.0532.13
GMEzero-shot=true2025.1113.9624.2535.42
MM-Embedzero-shot=true2025.1113.4325.3137.96
MM-Embedzero-shot=true2025.1111.922.3633.23
MOON2.0zero-shot=true2025.1111.2824.4332.37
MOONzero-shot=true2025.1110.1420.3333.31
BGE-VL-Largezero-shot=true2025.1110.0822.3527.62
SigLIP2zero-shot=true2025.119.5321.7126.87
FashionCLIPzero-shot=true2025.119.2120.7625.65
MOONzero-shot=true2025.119.1121.5926.53
BGE-VL-Largezero-shot=true2025.118.9419.4325.34
CASLIE-Szero-shot=true2025.118.420.4427.04
FashionCLIPzero-shot=true2025.118.2319.4426.13
SigLIP2zero-shot=true2025.118.0919.4825.29
Qwen2.5-VL-3Bzero-shot=true, fine-tuned on MBE2.0=true2025.118.0119.8426.29
CASLIE-Szero-shot=true2025.11819.524.57
GMEzero-shot=true2025.116.6617.8723.6
MM-Embedzero-shot=true2025.115.7813.5717.14
CASLIE-Szero-shot=true2025.115.6911.1317.9
Qwen2.5-VL-3Bzero-shot=true, fine-tuned on MBE2.0=true2025.114.8812.3116.72
BGE-VL-Largezero-shot=true2025.114.0411.1716.31
SigLIP2zero-shot=true2025.112.418.4912.44
InternVL3-2Bzero-shot=true, fine-tuned on MBE2.0=true2025.111.192.974.26
FashionCLIPzero-shot=true2025.111.162.535.88
Qwen2.5-VL-3Bzero-shot=true, fine-tuned on MBE2.0=true2025.111.143.595.52
InternVL3-2Bzero-shot=true, fine-tuned on MBE2.0=true2025.110.531.512.25
InternVL3-2Bzero-shot=true, fine-tuned on MBE2.0=true2025.110.130.250.38