Vehicle Re-identification on VehicleID (Large)
83R-1AdaSP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AdaSPBackbone=ResNet-502023.03 | 83 | 94.9 | — | |
| SGFDBackbone=ResNet-502023.03 | 80.8 | 93.7 | — | |
| FastReIDBatch size=4 ids x 128 imgs, Backbone=ResNet50, IBN, Aggregation=Gem Pooling, Head=Bnneck2020.06 | 80.6 | 93.9 | — | |
| UFDNBackbone=ResNet-502023.03 | 80.6 | — | — | |
| VANetBackbone=ResNet-502023.03 | 80.4 | 93 | — | |
| Ours (Stage-II)Backbone=ResNet-502020.04 | 79.46 | 92.04 | — | |
| Ours (Stage-I)Backbone=ResNet-502020.04 | 79.06 | 91.84 | — | |
| CLIP-ReIDbackbone=CNN2022.11 | 78.7 | 92.3 | 84.6 | |
| HRCBackbone=ResNet-50, reproduced_under_same_epochs=true2023.03 | 78.5 | 93.5 | — | |
| CLIP-ReIDbackbone=ViT2022.11 | 78.1 | 92.7 | 84.4 | |
| PVEN2022.11 | 77.8 | 92 | — | |
| VANetBackbone=GoogLeNet2020.04 | 77.21 | 92.92 | — | |
| UMTS2022.11 | 76.1 | — | 82.8 | |
| SANBackbone=ResNet-502020.04 | 75.6 | 88.3 | — | |
| SAN2022.11 | 75.6 | 88.3 | — | |
| SEVERBackbone=ResNet-502023.03 | 75.3 | 88.3 | — | |
| SAVER2022.11 | 75.3 | 88.3 | — | |
| CAL2022.11 | 75.1 | 88.5 | 80.9 | |
| CFVMNet2022.11 | 74.7 | 88.7 | — | |
| PRN2020.06 | 74.2 | 86.4 | — | |
| PartBackbone=ResNet-502020.04 | 74.2 | 86.4 | — | |
| PARTBackbone=ResNet-502023.03 | 74.2 | 86.4 | — | |
| PRN2022.11 | 74.2 | 86.4 | — | |
| QD-DLFBackbone=Self-designed2020.04 | 68.41 | 83.37 | — | |
| OIFE2020.06 | 67 | 82.9 | — | |
| OIFEBackbone=Self-designed2020.04 | 67 | 82.9 | — | |
| AAVER2020.06 | 63.5 | 85.6 | — | |
| AAVERBackbone=ResNet-502020.04 | 60.23 | 84.85 | — | |
| FDA-NetBackbone=Self-designed2020.04 | 55.53 | 74.65 | — | |
| FDA-Net2020.06 | 55.5 | 74.7 | — | |
| C2FRankBackbone=GoogLeNet2020.04 | 51.4 | 53 | — | |
| VAMIBackbone=Self-designed2020.04 | 47.34 | 70.29 | — | |
| VAMI2020.06 | 47.3 | 70.3 | — | |
| FACTBackbone=GoogLeNet2020.04 | 39.91 | 60.49 | — | |
| NuFACTBackbone=Self-designed2020.04 | 38.63 | 60.72 | — | |
| NuFACT2020.06 | 38.6 | 60.7 | — | |
| GoogLeNetBackbone=GoogLeNet2020.04 | 38.24 | 59.51 | — | |
| DRDL2020.06 | 38.2 | 61.6 | — | |
| LOMOBackbone=Hand-crafted2020.04 | 15.26 | 25.63 | — |