Image Retrieval On Deepfashion Consumer To
Metrics
Rank-1
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Rank-20
Rank-50
mAP
Results
Performance results of various models on this benchmark
Model Name | Rank-1 | Rank-10 | Rank-20 | Rank-50 | mAP | Paper Title | Repository |
|---|---|---|---|---|---|---|---|
| RST Model (ResNet50-IBN-A, 320x320) | 37.8 | 71.1 | 77.2 | 84.1 | 43.0 | A Strong Baseline for Fashion Retrieval with Person Re-Identification Models | |
| CTL Model (ResNet50, 256x128) | 29.4 | 61.3 | 68.9 | 77.4 | 40.4 | On the Unreasonable Effectiveness of Centroids in Image Retrieval | |
| CTL Model (ResNet50-IBN-A, 320x320) | 37.3 | 71.2 | 77.7 | 85.0 | 49.2 | On the Unreasonable Effectiveness of Centroids in Image Retrieval | |
| GRNet (GoogleNet, 224x224) | 25.7 | - | 64.4 | 75 | - | Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid | - |
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