ResNet50 + Language

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
90.2
best: 98.2 (Unicom+ViT-L@336px)
Integrating Language Guidance into Vision-based Deep Metric Learning arXiv:2203.08543
Metric Learningon CUB-200-2011
R@1· uses extra data· 2022-03-16
71.4
best: 90.1 (Unicom+ViT-L@336px)
Integrating Language Guidance into Vision-based Deep Metric Learning arXiv:2203.08543
Metric LearningonStanford Online Products
R@1· uses extra data· 2022-03-16
81.3
best: 91.2 (Unicom+ViT-L@336px)
Integrating Language Guidance into Vision-based Deep Metric Learning arXiv:2203.08543