Deep Metric Learning on SOP
79.8Recall@1Rank
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RankDim=1536, Type=Ensemble2020.04 | 79.8 | 91.3 | 90.4 | |
| DiVA-R50-512Dim=512, Backbone=ResNet502020.04 | 79.6 | 91.2 | 90.6 | |
| Trip-DiVA-R50-512Dim=512, Backbone=ResNet502020.04 | 79.4 | 90.8 | 90.3 | |
| SofttripleDim=5122020.04 | 78.3 | 90.3 | 92 | |
| Margin-R50-512Dim=512, Backbone=ResNet502020.04 | 78.3 | 90 | 90.1 | |
| MultiSimDim=5122020.04 | 78.2 | 90.5 | — | |
| DiVA-IBN-512Dim=512, Backbone=Inception-BN2020.04 | 78.1 | 90.6 | 90.4 | |
| MICDim=1282020.04 | 77.2 | 89.4 | 90 | |
| Trip-DiVA-IBN-512Dim=512, Backbone=Inception-BN2020.04 | 76.9 | 88.9 | 89.4 | |
| ABEDim=512, Type=Ensemble2020.04 | 76.3 | 88.4 | — | |
| D&CDim=1282020.04 | 75.9 | 88.4 | 90.2 | |
| HTLDim=5122020.04 | 74.8 | 88.3 | — | |
| A-BIERDim=512, Type=Ensemble2020.04 | 74.2 | 86.9 | — | |
| MarginDim=1282020.04 | 72.7 | 86.2 | 90.8 | |
| DVMLDim=5122020.04 | 70.2 | 85.2 | 90.8 | |
| HDMLDim=5122020.04 | 68.7 | 83.2 | 89.3 |