Vehicle Re-identification on VehicleID 1600 (test)
80.52Rank-1 ScoreGiT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GiTArchitecture Category=Proposed2021.07 | 80.52 | 86.77 | — | |
| HPGNBackbone=ResNet-502020.05 | 79.97 | 86.16 | — | |
| HPGNArchitecture Category=Global + Local (CNN & GN)2021.07 | 79.97 | 86.16 | — | |
| Appearance+LicenseBackbone=ResNet-502020.05 | 76.9 | 79.9 | — | |
| App+LicenseArchitecture Category=Global + Local (Pure CNN)2021.07 | 76.9 | 79.9 | — | |
| ViTArchitecture Category=Transformer2021.07 | 76.36 | 83.29 | — | |
| MGLBackbone=ResNet-502020.05 | 76.2 | 79.6 | — | |
| MGLArchitecture Category=Global + Local (Pure CNN)2021.07 | 76.2 | 79.6 | — | |
| Part Regularization2020.05 | 75 | — | — | |
| PRN2020.05 | 74.94 | — | — | |
| GSTE2020.05 | 74.8 | 74.3 | — | |
| MRM2020.05 | 74.2 | 77.32 | — | |
| SGATArchitecture Category=Global + Local (CNN & GN)2021.07 | 73.98 | 77.46 | — | |
| Triplet Embedding2020.05 | 73.41 | 81.69 | — | |
| XG-6-sub-multi2020.05 | 73.1 | — | — | |
| GRF+GGL2020.05 | 72.7 | — | — | |
| RAM2020.05 | 72.3 | — | — | |
| MSV2020.05 | 71.8 | 75.4 | — | |
| MSVArchitecture Category=Global + Local (Pure CNN)2021.07 | 71.8 | 75.4 | — | |
| EALN2020.05 | 71.78 | 74.2 | — | |
| EALNArchitecture Category=Global + Local (Pure CNN)2021.07 | 71.78 | 74.2 | — | |
| DQAL2020.05 | 71.01 | — | — | |
| DJDL2018.11 | 70.8 | — | 81.8 | |
| DJDL2020.05 | 70.8 | — | — | |
| QD-DLF2018.11 | 70.66 | 74.63 | 88.9 | |
| QD-DLF2020.05 | 70.66 | 74.63 | — | |
| QD-DLFArchitecture Category=Global + Local (Pure CNN)2021.07 | 70.66 | 74.63 | — | |
| Mob. VFL-LSTM2020.05 | 69.52 | — | — | |
| ResNet101-AAVERBackbone=ResNet-1012020.05 | 68.62 | — | — | |
| HSS-GCNArchitecture Category=Global + Local (CNN & GN)2021.07 | 67.9 | 72.4 | — | |
| DenseNet1212018.11 | 67.39 | 69.45 | 75.49 | |
| DenseNet121Backbone=DenseNet-1212020.05 | 67.39 | 69.45 | — | |
| DenseNet121Architecture Category=Global (Pure CNN)2021.07 | 67.39 | 69.45 | — | |
| Mixed Diff+CCLsource=VeRi-7762024.10 | 66.8 | 42.8 | — | |
| Improved Triplet CNN2018.11 | 66.2 | — | 82.3 | |
| Improved Triplet2020.05 | 66.2 | — | — | |
| MLSR2020.05 | 64.24 | — | — | |
| FACTsource=VeRi-7762024.10 | 64.19 | 44.63 | — | |
| TAMR2020.05 | 62.9 | — | — | |
| RPM2020.05 | 62.55 | — | — | |
| FDA-Net2020.05 | 59.84 | 65.33 | — | |
| SFF+SAttBackbone=ResNet-502020.05 | 59.12 | — | — | |
| C2F2020.05 | 56.2 | 60 | — | |
| VAMI2020.05 | 52.87 | — | — | |
| SDC-CNN2020.05 | 50.57 | 57.07 | — | |
| SDC-CNNArchitecture Category=Global (Pure CNN)2021.07 | 50.57 | 57.07 | — | |
| DRDL2018.11 | 46.36 | — | 64.38 | |
| DRDL2020.05 | 46.36 | — | — | |
| MGR-GCLsource=VeRi-7762024.10 | 45.88 | 50.56 | 67.65 | |
| PLMsource=VeRi-7762024.10 | 45.4 | 49.41 | 63.37 | |
| FACT2018.11 | 44.63 | — | 64.19 | |
| FACT2020.06 | 44.63 | — | 64.19 | |
| FACT2020.05 | 44.63 | — | — | |
| PAL2020.06 | 44.25 | 48.05 | 60.95 | |
| PALsource=VeRi-7762024.10 | 44.25 | 48.05 | 60.95 | |
| NuFACT2018.11 | 43.64 | — | 65.34 | |
| NuFACT2020.05 | 43.64 | — | — | |
| GoogLeNet2018.11 | 43.45 | — | 63.53 | |
| Mixed Diff+CCL2020.06 | 42.8 | — | 66.8 | |
| Baseline System2020.06 | 34.04 | 38.03 | 50.91 | |
| PUL2020.06 | 33.83 | 37.68 | 49.72 | |
| PULsource=VeRi-7762024.10 | 33.83 | 37.68 | 49.72 | |
| CycleGAN2020.06 | 30 | 34.92 | 49.96 | |
| CycleGANsource=VeRi-7762024.10 | 30 | 34.92 | 49.96 | |
| Direct Transfer2020.06 | 28.86 | 33.59 | 48.34 | |
| DT baselinesource=VeRi-7762024.10 | 28.86 | 33.59 | 48.34 | |
| LOMO2018.11 | 18.95 | — | 29.46 | |
| BOW-CN2018.11 | 12.94 | — | 21.09 | |
| BOW-SIFT2018.11 | 3.11 | — | 5.22 | |
| MAD+STR2020.05 | — | 75.9 | — | |
| MGR2020.05 | — | 62.3 | — | |
| PMSM2020.05 | — | 57.2 | — |