HAPPIER

Reported on 4 benchmarks across 1 task · 1 paper · 3 SOTA

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

Methodology4 results

Metric LearningonDyML-Vehicle
Average-mAP· 2022-07-05
37
SOTA
Hierarchical Average Precision Training for Pertinent Image Retrieval arXiv:2207.04873
Metric LearningonDyML-Animal
Average-mAP· 2022-07-05
43.8
SOTA
Hierarchical Average Precision Training for Pertinent Image Retrieval arXiv:2207.04873
Metric LearningonDyML-Product
Average-mAP· uses extra data· 2022-07-05
38
SOTA
Hierarchical Average Precision Training for Pertinent Image Retrieval arXiv:2207.04873
Metric LearningonStanford Online Products
R@1· uses extra data· 2022-07-05
81
best: 91.2 (Unicom+ViT-L@336px)
Hierarchical Average Precision Training for Pertinent Image Retrieval arXiv:2207.04873