Table 3 The backbone, mAP, Rank-1 and Rank-5 for comparison experiments on VeRi-776 dataset.
From: Transformer-based vehicle re-identification with view information
Methods | Backbone | mAP | Rank-1 | Rank-5 |
|---|---|---|---|---|
VAMI19 | F-net | 61.32 | 85.92 | 91.84 |
RAM18 | VGG_CNN_M | 61.5 | 88.6 | 94.0 |
VANet34 | GoogleNet | 66.34 | 89.78 | 95.99 |
AAVER17 | ResNet-101 | 66.35 | 90.17 | 94.34 |
SPAN22 | ResNet-50 | 68.9 | 94.0 | 97.6 |
DFLNet20 | ResNet-50 | 73.29 | 93.21 | 97.56 |
PNVR21 | ResNet-50 | 74.3 | 94.3 | 98.7 |
V2ReID8 | Transformer | 78.02 | 96.24 | - |
PATReID7 | Transformer | 79.0 | 96.0 | - |
PGAN35 | ResNet-50 | 79.3 | 96.5 | - |
TVG-ReID9 | CNN+Transformer | 79.3 | 96.6 | 98.9 |
PVEN23 | ResNet-50 | 79.5 | 95.6 | 98.4 |
UFDN10 | Transformer | 81.5 | 96.4 | - |
TransReID47 | DeiT | 82.3 | 97.1 | - |
SPCN48 | ResNet-50 | 82.7 | 96.8 | 98.5 |
MART11 | Transformer | 82.7 | 97.6 | 98.7 |
TVRVI(ours) | SwinT | 84.7 | 97.8 | 98.7 |
