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

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

Reported on 10 benchmarks across 1 task · 1 paper · 8 SOTA

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

Computer Vision10 results

Image RetrievalonDeepFashion - Consumer-to-shop
Rank-10· 2021-04-28
71.2
SOTA
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonDeepFashion - Consumer-to-shop
Rank-20· 2021-04-28
77.7
SOTA
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonDeepFashion - Consumer-to-shop
Rank-50· 2021-04-28
85
SOTA
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonDeepFashion - Consumer-to-shop
mAP· 2021-04-28
49.2
SOTA
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonExact Street2Shop
Rank-10· 2021-04-28
70.9
SOTA
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonExact Street2Shop
Rank-20· 2021-04-28
75
SOTA
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonExact Street2Shop
Rank-50· 2021-04-28
79.2
SOTA
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonExact Street2Shop
mAP· 2021-04-28
59.8
SOTA
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonDeepFashion - Consumer-to-shop
Rank-1· 2021-04-28
37.3
best: 37.8 (RST Model (ResNet50-IBN-A, 320x320))
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonExact Street2Shop
Rank-1· 2021-04-28
53.7
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643