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MODEL_ZOO.md

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Model Zoo

More models with different backbones will be added to the model zoo.

Attribute Prediction

Backbone Pooling Loss Top-5 Recall Top-5 Acc. Download
VGG-16 Global Pooling Cross-Entropy 13.70 99.81 model
VGG-16 Landmark Pooling Cross-Entropy 14.79 99.27 model
ResNet-50 Global Pooling Cross-Entropy 23.52 99.29 model
ResNet-50 Landmark Pooling Cross-Entropy 30.84 99.30 model

In-Shop Clothes Retrieval

Backbone Pooling Loss Top-5 Acc. Download
VGG-16 Global Pooling Cross-Entropy 38.76 model
VGG-16 Landmark Pooling Cross-Entropy 46.29 model
ResNet-50 Global Pooling Cross-Entropy 37.61 model
ResNet-50 Landmark Pooling Cross-Entropy 48.82 model

Fashion Landmark Detection

Backbone Loss Normalized Error % of Det. Landmarks Download
VGG-16 L2 Loss 0.0813 55.35 model
ResNet-50 L2 Loss 0.0758 56.32 model