Image Retrieval on CAR (R@1, R@2, R@4, R@8)
73.4R@1SCT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SCTBackbone=ResNet-50, Embedding Dimension=642020.07 | 73.4 | 82 | 88 | 92.4 | |
| ProxyNCABackbone=ResNet-50, Embedding Dimension=642020.07 | 73.2 | 82.4 | 86.4 | 88.7 | |
| N-pairBackbone=ResNet-50, Embedding Dimension=642020.07 | 71.1 | 79.7 | 86.5 | 91.6 | |
| SHNBackbone=ResNet-50, Embedding Dimension=642020.07 | 67.9 | 77.8 | 85.3 | 90.7 | |
| SmartMiningBackbone=ResNet-50, Embedding Dimension=642020.07 | 64.7 | 76.2 | 84.2 | 90.2 | |
| ClusteringBackbone=ResNet-50, Embedding Dimension=642020.07 | 58.1 | 70.6 | 80.3 | 87.8 | |
| LiftedBackbone=ResNet-50, Embedding Dimension=642020.07 | 53 | 65.7 | 76 | 84.3 | |
| Triplet-SemihardBackbone=ResNet-50, Embedding Dimension=642020.07 | 51.5 | 63.8 | 73.5 | 82.4 |