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Models/RST Model (ResNet50-IBN-A, 320x320)

RST Model (ResNet50-IBN-A, 320x320)

Reported on 9 benchmarks across 1 task · 1 paper · 9 SOTA

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

Computer Vision9 results

Image RetrievalonDeepFashion - Consumer-to-shop
Rank-1· 2020-03-09
37.8
SOTA
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models arXiv:2003.04094
Image RetrievalonDeepFashion - Consumer-to-shop
Rank-10· 2020-03-09
71.1
best: 71.2 (CTL Model (ResNet50-IBN-A, 320x320))
SOTA
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models arXiv:2003.04094
Image RetrievalonDeepFashion - Consumer-to-shop
Rank-20· 2020-03-09
77.2
best: 77.7 (CTL Model (ResNet50-IBN-A, 320x320))
SOTA
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models arXiv:2003.04094
Image RetrievalonDeepFashion - Consumer-to-shop
Rank-50· 2020-03-09
84.1
best: 85 (CTL Model (ResNet50-IBN-A, 320x320))
SOTA
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models arXiv:2003.04094
Image RetrievalonDeepFashion - Consumer-to-shop
mAP· 2020-03-09
43
best: 49.2 (CTL Model (ResNet50-IBN-A, 320x320))
SOTA
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models arXiv:2003.04094
Image RetrievalonExact Street2Shop
Rank-1· 2020-03-09
53.7
SOTA
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models arXiv:2003.04094
Image RetrievalonExact Street2Shop
Rank-10· 2020-03-09
69.8
best: 70.9 (CTL Model (ResNet50-IBN-A, 320x320))
SOTA
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models arXiv:2003.04094
Image RetrievalonExact Street2Shop
Rank-20· 2020-03-09
73.6
best: 75 (CTL Model (ResNet50-IBN-A, 320x320))
SOTA
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models arXiv:2003.04094
Image RetrievalonExact Street2Shop
mAP· 2020-03-09
46.8
best: 59.8 (CTL Model (ResNet50-IBN-A, 320x320))
SOTA
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models arXiv:2003.04094