Image Retrieval on SOP 1.0 (test)
80.6Recall@1XBM (Contrastive)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| XBM (Contrastive)Backbone=ResNet50, Embedding Size=1282019.12 | 80.6 | 91.6 | 96.2 | 98.7 | |
| XBM (Contrastive)Backbone=InceptionBN, Embedding Size=5122019.12 | 79.5 | 90.8 | 96.1 | 98.7 | |
| SoftTripleBackbone=InceptionBN, Embedding Size=5122019.12 | 78.6 | 86.6 | 91.8 | 95.4 | |
| MSBackbone=InceptionBN, Embedding Size=5122019.12 | 78.2 | 90.5 | 96 | 98.7 | |
| XBM (Contrastive)Backbone=GoogleNet, Embedding Size=5122019.12 | 77.4 | 89.6 | 95.4 | 98.4 | |
| MICBackbone=ResNet50, Embedding Size=1282019.12 | 77.2 | 89.4 | 95.6 | — | |
| ABEBackbone=GoogleNet, Embedding Size=5122019.12 | 76.3 | 88.4 | 94.8 | 98.2 | |
| DivideBackbone=ResNet50, Embedding Size=1282019.12 | 75.9 | 88.4 | 94.9 | 98.1 | |
| SMBackbone=GoogleNet, Embedding Size=5122019.12 | 75.2 | 87.5 | 93.7 | 97.4 | |
| HTLBackbone=InceptionBN, Embedding Size=5122019.12 | 74.8 | 88.3 | 94.8 | 98.4 | |
| A-BIERBackbone=GoogleNet, Embedding Size=5122019.12 | 74.2 | 86.9 | 94 | 97.8 | |
| FastAPBackbone=ResNet50, Embedding Size=1282019.12 | 73.8 | 88 | 94.9 | 98.3 | |
| ProxyNCABackbone=InceptionBN, Embedding Size=642019.12 | 73.7 | — | — | — | |
| MarginBackbone=ResNet50, Embedding Size=1282019.12 | 72.7 | 86.2 | 93.8 | 98 | |
| HDCBackbone=GoogleNet, Embedding Size=3842019.12 | 69.5 | 84.4 | 92.8 | 97.7 | |
| ClusteringBackbone=InceptionBN, Embedding Size=642019.12 | 67 | 83.7 | 93.2 | — |