ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis

Benchmark Model Rank Results
image-retrieval-on-cars196ProxyNCA++#2R@1: 90.1
image-retrieval-on-cub-200-2011ProxyNCA++#3R@1: 72.2
image-retrieval-on-in-shopProxyNCA++#3R@1: 90.9
image-retrieval-on-sopProxyNCA++#5R@1: 81.4
metric-learning-on-cars196ResNet-50 + ProxyNCA++#21R@1: 86.5
metric-learning-on-cub-200-2011ResNet-50 + ProxyNCA++#13R@1: 69.0
metric-learning-on-in-shop-1ResNet-50 + ProxyNCA++#8R@1: 90.9
metric-learning-on-stanford-online-products-1ResNet-50 + ProxyNCA++#18R@1: 80.7