Deep Metric Learning on DyML-Vehicle (overall)
23ASICosface Loss
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Cosface LossTraining Supervision=multi-scale2021.03 | 23 | 12 | 22.9 | 62.1 | 73.4 | |
| CSLTraining Supervision=multi-scale2021.03 | 23 | 12.1 | 25.2 | 64.2 | 75 | |
| Circle LossTraining Supervision=multi-scale2021.03 | 22.8 | 12.1 | 23.5 | 62 | 73.3 | |
| Softmax LossTraining Supervision=multi-scale2021.03 | 22.7 | 12 | 22.9 | 61.6 | 72.9 | |
| MS LossTraining Supervision=multi-scale2021.03 | 19.7 | 10.4 | 17.4 | 56 | 67.9 | |
| N-Pair LossTraining Supervision=multi-scale2021.03 | 19.4 | 10.5 | 16.4 | 55.7 | 68.1 | |
| Triplet LossTraining Supervision=multi-scale2021.03 | 18.3 | 10 | 13.8 | 52.6 | 65.1 |