ResNet50 + NIR

Reported on 3 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.

Methodology3 results

Metric LearningonCARS196
R@1· uses extra data· 2022-03-16
89.1
best: 98.2 (Unicom+ViT-L@336px)
Non-isotropy Regularization for Proxy-based Deep Metric Learning arXiv:2203.08547
Metric Learningon CUB-200-2011
R@1· uses extra data· 2022-03-16
70.5
best: 90.1 (Unicom+ViT-L@336px)
Non-isotropy Regularization for Proxy-based Deep Metric Learning arXiv:2203.08547
Metric LearningonStanford Online Products
R@1· uses extra data· 2022-03-16
80.7
best: 91.2 (Unicom+ViT-L@336px)
Non-isotropy Regularization for Proxy-based Deep Metric Learning arXiv:2203.08547