Unicom+ViT-L@336px

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Methodology4 results

Metric LearningonCARS196
R@1· uses extra data· 2023-04-12
98.2
SOTA
Unicom: Universal and Compact Representation Learning for Image Retrieval arXiv:2304.05884
Metric Learningon CUB-200-2011
R@1· uses extra data· 2023-04-12
90.1
SOTA
Unicom: Universal and Compact Representation Learning for Image Retrieval arXiv:2304.05884
Metric LearningonIn-Shop
R@1· uses extra data· 2023-04-12
96.7
SOTA
Unicom: Universal and Compact Representation Learning for Image Retrieval arXiv:2304.05884
Metric LearningonStanford Online Products
R@1· uses extra data· 2023-04-12
91.2
SOTA
Unicom: Universal and Compact Representation Learning for Image Retrieval arXiv:2304.05884

Computer Vision2 results

Image RetrievalonSOP
R@1· uses extra data· 2023-04-12
91.2
SOTA
Unicom: Universal and Compact Representation Learning for Image Retrieval arXiv:2304.05884
Image RetrievaloniNaturalist
R@1· uses extra data· 2023-04-12
88.9
SOTA
Unicom: Universal and Compact Representation Learning for Image Retrieval arXiv:2304.05884