Image Retrieval on CUB-200 2011 cropped (test)
79.2Recall@1CGD (MG)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CGD (MG)Backbone=SE-ResNet-50, Dim=1536, Input Size=2562019.03 | 79.2 | 86.6 | 92 | 95.1 | |
| CGD (MG)Backbone=ResNet-50, Dim=1536, Input Size=2562019.03 | 76.8 | 84.8 | 90.6 | 94.3 | |
| BFE+Backbone=ResNet-50, Dim=1536, Input Size=2562019.03 | 74.1 | 83.6 | 89.8 | 93.6 | |
| CGD (MG)Backbone=BN-Inception, Dim=512, Input Size=2242019.03 | 71.9 | 81.1 | 88.2 | 92.9 | |
| ABE-8Embedding Dimension=512, Backbone=GoogLeNet2018.04 | 70.6 | 79.8 | 86.9 | 92.2 | |
| ABE-8Backbone=GoogleNet, Dim=512, Input Size=2562019.03 | 70.6 | 79.8 | 86.9 | 92.2 | |
| ABE-4Embedding Dimension=512, Backbone=GoogLeNet2018.04 | 68 | 77.8 | 86.3 | 92.1 | |
| CGD (MG)Backbone=ResNet-50, Dim=128, Input Size=2242019.03 | 67.6 | 78.1 | 86.3 | 91.9 | |
| CGD (MG)Backbone=ShuffleNet-v2, Dim=1536, Input Size=2242019.03 | 66.4 | 76.5 | 84.8 | 91.2 | |
| A-BIEREmbedding Dimension=512, Backbone=GoogLeNet2018.04 | 65.5 | 75.8 | 83.9 | 90.2 | |
| ABE-2Embedding Dimension=512, Backbone=GoogLeNet2018.04 | 64.9 | 76.2 | 84.2 | 90 | |
| Margin†Embedding Dimension=128, Backbone=ResNet-502018.04 | 63.9 | 75.3 | 84.4 | 90.6 | |
| MarginBackbone=ResNet-50, Dim=128, Input Size=2242019.03 | 63.9 | 75.3 | 84.4 | 90.6 | |
| CGD (MG)Backbone=BN-Inception, Dim=64, Input Size=2242019.03 | 61.8 | 73.2 | 82.5 | 89.5 | |
| HDCEmbedding Dimension=384, Backbone=GoogLeNet2018.04 | 60.7 | 72.4 | 81.9 | 89.2 | |
| PDDM + QuadrupletEmbedding Dimension=128, Backbone=GoogLeNet2018.04 | 58.3 | 69.2 | 79 | 88.4 | |
| HTLBackbone=BN-Inception, Dim=512, Input Size=2242019.03 | 57.1 | 68.8 | 78.7 | 86.5 | |
| PDDM + TripletEmbedding Dimension=128, Backbone=GoogLeNet2018.04 | 50.9 | 62.1 | 73.2 | 82.5 | |
| Proxy-NCABackbone=BN-Inception, Dim=64, Input Size=2242019.03 | 49.2 | 61.9 | 67.9 | 72.4 | |
| FacilityBackbone=BN-Inception, Dim=64, Input Size=2242019.03 | 48.2 | 61.4 | 71.8 | 81.9 |