ProxyNCA++

Reported on 4 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

Image RetrievalonCARS196
R@1· 2020-04-02
90.1
best: 94.8 (CGD (MG/SG))
ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis arXiv:2004.01113
Image RetrievalonSOP
R@1· 2020-04-02
81.4
best: 91.2 (Unicom+ViT-L@336px)
ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis arXiv:2004.01113
Image RetrievalonIn-Shop
R@1· 2020-04-02
90.9
best: 91.9 (CGD (SG/GS))
ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis arXiv:2004.01113
Image RetrievalonCUB-200-2011
R@1· 2020-04-02
72.2
best: 79.2 (CGD (MG/SG))
ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis arXiv:2004.01113