Vehicle Re-identification on VehicleID to VeRi-776
79.1Rank-1AWB
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AWBDesign=Pre-A with I-CBAM2020.06 | 79.1 | 37.1 | 84.6 | 88.5 | |
| AWBDesign=Post-A with Non-local2020.06 | 78.2 | 36.9 | 84.9 | 88.3 | |
| Non-local2020.06 | 77.7 | 36.9 | 83.6 | 86.9 | |
| WaveBlock2020.06 | 77.2 | 36.9 | 83.9 | 87.2 | |
| I-CBAM2020.06 | 77.2 | 36.7 | 83.5 | 88 | |
| UDAP2020.06 | 76.9 | 35.8 | 85.8 | 89 | |
| MMTImplementation=Based on authors' codes2020.06 | 76.3 | 36.1 | 82.8 | 87.4 | |
| MSINet-SAMParams=2.4M, Inference Time=0.71×, Pre-training=ImageNet2023.03 | 49 | — | 66.8 | — | |
| MSINetParams=2.3M, Inference Time=0.71×, Pre-training=ImageNet2023.03 | 48 | — | 65.6 | — | |
| OSNetParams=2.2M, Inference Time=0.79×, Pre-training=ImageNet2023.03 | 46.5 | — | 63.1 | — | |
| ResNet50Params=~24M, Inference Time=1×, Pre-training=ImageNet2023.03 | 42.8 | — | 61.9 | — |