Image Retrieval on CARS (test)
88.34Recall@1Margin + DAS (Ours)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Margin + DAS (Ours)Backbone=R5122022.07 | 88.34 | 93.21 | 95.92 | 97.59 | |
| MS + SEC + DAS (Ours)Backbone=IBN5122022.07 | 87.8 | 93.16 | 96.18 | 98.01 | |
| ProxyNCA++Backbone=R5122022.07 | 86.5 | 92.5 | 95.7 | 97.7 | |
| MS + SECBackbone=IBN5122022.07 | 85.73 | 91.96 | 95.51 | 97.54 | |
| MS + DAS (Ours)Backbone=IBN5122022.07 | 85.66 | 91.6 | 95.27 | 97.37 | |
| Margin + DCMLBackbone=R5122022.07 | 85.2 | 91.8 | 96 | 98 | |
| Margin + DAS (Ours)Backbone=IBN5122022.07 | 84.85 | 90.32 | 93.99 | 96.4 | |
| N-Pair + DAS (Ours)Backbone=G5122022.07 | 83.7 | 90.33 | 94.47 | 96.77 | |
| Margin + DiVABackbone=IBN5122022.07 | 83.1 | 90 | — | — | |
| Margin + DiVABackbone=R5122022.07 | 82.2 | 89 | — | — | |
| N-Pair + HDML-ABackbone=G5122022.07 | 81.1 | 88.8 | 93.7 | 96.7 | |
| Margin + DRMLBackbone=R5122022.07 | 73.3 | 83 | 89.8 | 94.4 | |
| N-Pair + HDMLBackbone=G5122022.07 | 68.9 | 78.9 | 85.8 | 90.9 |