Vehicle Re-identification on VehicleID Medium
85.6Rank-1AdaSP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AdaSPBackbone=ResNet-502023.03 | 85.6 | 96.7 | |
| UFDNBackbone=ResNet-502023.03 | 84.8 | — | |
| SGFDBackbone=ResNet-502023.03 | 83.5 | 95.6 | |
| VANetBackbone=ResNet-502023.03 | 83.2 | 95.1 | |
| FastReIDBatch size=4 ids x 128 imgs, Backbone=ResNet50, IBN, Aggregation=Gem Pooling, Head=Bnneck2020.06 | 82.9 | 96 | |
| HRCBackbone=ResNet-50, reproduced_under_same_epochs=true2023.03 | 81.7 | 96.3 | |
| Ours (Stage-II)Backbone=ResNet-502020.04 | 81.35 | 93.61 | |
| Ours (Stage-I)Backbone=ResNet-502020.04 | 81.13 | 93.68 | |
| VANetBackbone=GoogLeNet2020.04 | 81.11 | 94.71 | |
| SANBackbone=ResNet-502020.04 | 78.4 | 91.3 | |
| SEVERBackbone=ResNet-502023.03 | 77.6 | 91.1 | |
| PRN2020.06 | 75 | 88.3 | |
| PartBackbone=ResNet-502020.04 | 75 | 88.3 | |
| PARTBackbone=ResNet-502023.03 | 75 | 88.3 | |
| QD-DLFBackbone=Self-designed2020.04 | 70.66 | 88.9 | |
| AAVER2020.06 | 68.6 | 90 | |
| AAVERBackbone=ResNet-502020.04 | 66.85 | 89.39 | |
| FDA-NetBackbone=Self-designed2020.04 | 59.84 | 77.09 | |
| FDA-Net2020.06 | 59.8 | 77.1 | |
| C2FRankBackbone=GoogLeNet2020.04 | 56.2 | 60 | |
| VAMI2020.06 | 52.9 | 75.1 | |
| VAMIBackbone=Self-designed2020.04 | 52.87 | 75.12 | |
| FACTBackbone=GoogLeNet2020.04 | 44.63 | 64.19 | |
| NuFACTBackbone=Self-designed2020.04 | 43.64 | 65.34 | |
| NuFACT2020.06 | 43.6 | 65.3 | |
| GoogLeNetBackbone=GoogLeNet2020.04 | 43.45 | 63.53 | |
| DRDL2020.06 | 42.8 | 66.8 | |
| LOMOBackbone=Hand-crafted2020.04 | 18.95 | 29.46 |