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Models/CTL Model (ResNet50, 256x128)

CTL Model (ResNet50, 256x128)

Reported on 14 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Computer Vision14 results

Person Re-IdentificationonDukeMTMC-reID
Rank-1· 2021-04-28
95.6
SOTA
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Person Re-IdentificationonDukeMTMC-reID
Rank-10· 2021-04-28
97.9
SOTA
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Person Re-IdentificationonDukeMTMC-reID
Rank-5· 2021-04-28
96.2
best: 96.5 (Viewpoint-Aware Loss(RK))
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Person Re-IdentificationonDukeMTMC-reID
mAP· 2021-04-28
96.1
best: 97.1 (DenseIL)
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonDeepFashion - Consumer-to-shop
Rank-1· 2021-04-28
29.4
best: 37.8 (RST Model (ResNet50-IBN-A, 320x320))
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonDeepFashion - Consumer-to-shop
Rank-10· 2021-04-28
61.3
best: 71.2 (CTL Model (ResNet50-IBN-A, 320x320))
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonDeepFashion - Consumer-to-shop
Rank-20· 2021-04-28
68.9
best: 77.7 (CTL Model (ResNet50-IBN-A, 320x320))
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonDeepFashion - Consumer-to-shop
Rank-50· 2021-04-28
77.4
best: 85 (CTL Model (ResNet50-IBN-A, 320x320))
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonDeepFashion - Consumer-to-shop
mAP· 2021-04-28
40.4
best: 49.2 (CTL 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
43.2
best: 53.7 (CTL Model (ResNet50-IBN-A, 320x320))
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonExact Street2Shop
Rank-10· 2021-04-28
61.9
best: 70.9 (CTL Model (ResNet50-IBN-A, 320x320))
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonExact Street2Shop
Rank-20· 2021-04-28
66
best: 75 (CTL Model (ResNet50-IBN-A, 320x320))
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonExact Street2Shop
Rank-50· 2021-04-28
72.1
best: 79.2 (CTL Model (ResNet50-IBN-A, 320x320))
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643
Image RetrievalonExact Street2Shop
mAP· 2021-04-28
49.8
best: 59.8 (CTL Model (ResNet50-IBN-A, 320x320))
On the Unreasonable Effectiveness of Centroids in Image Retrieval arXiv:2104.13643