Image Retrieval on CARS196 cropped
94.8Recall@1CGD (SG)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CGD (SG)Backbone=SE-ResNet-50, Dim=1536, Input Size=2562019.03 | 94.8 | 97.1 | 98.2 | 98.8 | |
| CGD (SG)Backbone=ResNet-50, Dim=1536, Input Size=2562019.03 | 94.7 | 97 | 98.1 | 98.9 | |
| BFE+Backbone=ResNet-50, Dim=1536, Input Size=2562019.03 | 94.3 | 96.8 | 98.3 | 98.9 | |
| ABE-8Backbone=GoogleNet, Dim=512, Input Size=2562019.03 | 93 | 95.9 | 97.5 | 98.5 | |
| CGD (SG)Backbone=BN-Inception, Dim=512, Input Size=2242019.03 | 91.2 | 95.1 | 97 | 98 | |
| CGD (SG)Backbone=ResNet-50, Dim=128, Input Size=2242019.03 | 90.1 | 94.3 | 96.6 | 98.1 | |
| MarginBackbone=ResNet-50, Dim=128, Input Size=2242019.03 | 86.9 | 92.7 | 95.6 | 97.6 | |
| CGD (SG)Backbone=ShuffleNet-v2, Dim=1536, Input Size=2242019.03 | 86.1 | 91.9 | 94.9 | 97.1 | |
| CGD (SG)Backbone=BN-Inception, Dim=64, Input Size=2242019.03 | 85.7 | 91.7 | 95.1 | 97.3 | |
| HTLBackbone=BN-Inception, Dim=512, Input Size=2242019.03 | 81.4 | 88 | 92.7 | 95.7 | |
| Proxy-NCABackbone=BN-Inception, Dim=64, Input Size=2242019.03 | 73.2 | 82.4 | 86.4 | 88.7 | |
| FacilityBackbone=BN-Inception, Dim=64, Input Size=2242019.03 | 58.1 | 70.6 | 80.3 | 87.8 |