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ResearchFormerly WizWand

Image-based Retrieval on MBE benchmark

26.76Recall@1MOON
1.03047.710214.3921.0698Aug 16, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MOONevaluation_mode=Zero-shot2025.0826.7683.6796.4
MOONevaluation_mode=Zero-shot2025.0826.7183.6696.28
InternVL3-2Bevaluation_mode=Zero-shot, tuning=SFT2025.0826.0880.1494.01
InternVL3-2Bevaluation_mode=Zero-shot, tuning=SFT2025.0826.0279.6793.64
Qwen2.5-VL-3Bevaluation_mode=Zero-shot, tuning=SFT2025.0825.6479.8593.83
Qwen2.5-VL-3Bevaluation_mode=Zero-shot, tuning=SFT2025.0825.4679.5893.7
FashionCLIPevaluation_mode=Zero-shot2025.0819.8153.2165.42
GMEevaluation_mode=Zero-shot2025.0819.7955.5768.61
FashionCLIPevaluation_mode=Zero-shot2025.0818.9652.3565.32
MM-Embedevaluation_mode=Zero-shot2025.0817.8949.3760.77
GMEevaluation_mode=Zero-shot2025.0815.7646.2259.6
SigLIP2evaluation_mode=Zero-shot2025.0815.5746.459.99
Qwen2.5-VL-3Bevaluation_mode=Zero-shot2025.0815.2340.0350.01
CLIPevaluation_mode=Zero-shot2025.0814.3837.2146.66
Qwen2.5-VL-3Bevaluation_mode=Zero-shot2025.0813.8736.6146
SigLIP2evaluation_mode=Zero-shot2025.0813.336.7748.27
CLIPevaluation_mode=Zero-shot2025.0810.2328.7938.61
MM-Embedevaluation_mode=Zero-shot2025.0810.0129.1739.34
InternVL3-2Bevaluation_mode=Zero-shot2025.083.678.7811.73
InternVL3-2Bevaluation_mode=Zero-shot2025.082.025.277.34