Vehicle Re-identification on VehicleID 2400 (test)
77.94Rank-1GiT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GiTArchitecture Category=Proposed2021.07 | 77.94 | 84.26 | — | |
| HPGNBackbone=ResNet-502020.05 | 77.32 | 83.6 | — | |
| HPGNArchitecture Category=Global + Local (CNN & GN)2021.07 | 77.32 | 83.6 | — | |
| Appearance+LicenseBackbone=ResNet-502020.05 | 74.8 | 77.7 | — | |
| App+LicenseArchitecture Category=Global + Local (Pure CNN)2021.07 | 74.8 | 77.7 | — | |
| Part Regularization2020.05 | 74.2 | — | — | |
| GSTE2020.05 | 74 | 72.4 | — | |
| ViTArchitecture Category=Transformer2021.07 | 73.31 | 80.1 | — | |
| MGLBackbone=ResNet-502020.05 | 73 | 75.5 | — | |
| MGLArchitecture Category=Global + Local (Pure CNN)2021.07 | 73 | 75.5 | — | |
| SGATArchitecture Category=Global + Local (CNN & GN)2021.07 | 71.87 | 75.35 | — | |
| PRN2020.05 | 71.58 | — | — | |
| XG-6-sub-multi2020.05 | 71.2 | — | — | |
| MRM2020.05 | 70.86 | 74.02 | — | |
| GRF+GGL2020.05 | 70 | — | — | |
| Triplet Embedding2020.05 | 69.33 | 78.16 | — | |
| EALN2020.05 | 69.3 | 71 | — | |
| EALNArchitecture Category=Global + Local (Pure CNN)2021.07 | 69.3 | 71 | — | |
| MSV2020.05 | 68.7 | 73.3 | — | |
| MSVArchitecture Category=Global + Local (Pure CNN)2021.07 | 68.7 | 73.3 | — | |
| DQAL2020.05 | 68.23 | — | — | |
| DJDL2018.11 | 68 | — | 78.9 | |
| DJDL2020.05 | 68 | — | — | |
| RAM2020.05 | 67.7 | — | — | |
| Mob. VFL-LSTM2020.05 | 67.41 | — | — | |
| OIFE+ST2020.05 | 67 | — | — | |
| QD-DLF2018.11 | 64.14 | 68.41 | 83.37 | |
| QD-DLF2020.05 | 64.14 | 68.41 | — | |
| QD-DLFArchitecture Category=Global + Local (Pure CNN)2021.07 | 64.14 | 68.41 | — | |
| ResNet101-AAVERBackbone=ResNet-1012020.05 | 63.54 | — | — | |
| Improved Triplet CNN2018.11 | 63.2 | — | 79.4 | |
| Improved Triplet2020.05 | 63.2 | — | — | |
| DenseNet1212018.11 | 63.07 | 65.37 | 72.57 | |
| DenseNet121Backbone=DenseNet-1212020.05 | 63.07 | 65.37 | — | |
| DenseNet121Architecture Category=Global (Pure CNN)2021.07 | 63.07 | 65.37 | — | |
| HSS-GCNArchitecture Category=Global + Local (CNN & GN)2021.07 | 62.4 | 66.1 | — | |
| RPM2020.05 | 60.21 | — | — | |
| MLSR2020.05 | 60.05 | — | — | |
| TAMR2020.05 | 59.69 | — | — | |
| FDA-Net2020.05 | 55.53 | 61.84 | — | |
| SFF+SAttBackbone=ResNet-502020.05 | 54.41 | — | — | |
| C2F2020.05 | 51.4 | 53 | — | |
| VAMI2020.05 | 47.34 | — | — | |
| MSVF2020.05 | 46.61 | — | — | |
| SDC-CNN2020.05 | 42.92 | 49.68 | — | |
| SDC-CNNArchitecture Category=Global (Pure CNN)2021.07 | 42.92 | 49.68 | — | |
| PAL2020.06 | 41.08 | 45.14 | 59.12 | |
| DRDL2018.11 | 40.97 | — | 60.02 | |
| DRDL2020.05 | 40.97 | — | — | |
| FACT2018.11 | 39.91 | — | 60.49 | |
| FACT2020.06 | 39.91 | — | 60.49 | |
| FACT2020.05 | 39.91 | — | — | |
| NuFACT2018.11 | 38.63 | — | 60.72 | |
| NuFACT2020.05 | 38.63 | — | — | |
| GoogLeNet2018.11 | 38.24 | — | 59.51 | |
| Mixed Diff+CCL2020.06 | 38.2 | — | 61.6 | |
| PUL2020.06 | 30.9 | 34.71 | 47.18 | |
| Baseline System2020.06 | 30.1 | 34.04 | 48.41 | |
| CycleGAN2020.06 | 27.15 | 31.89 | 46.52 | |
| Direct Transfer2020.06 | 26.08 | 30.5 | 44.02 | |
| LOMO2018.11 | 15.26 | — | 25.63 | |
| BOW-CN2018.11 | 10.2 | — | 17.89 | |
| BOW-SIFT2018.11 | 2.11 | — | 3.76 | |
| MAD+STR2020.05 | — | 72.8 | — | |
| MGR2020.05 | — | 61.23 | — | |
| PMSM2020.05 | — | 51.8 | — |