Vehicle Re-identification on VehicleID 800 (test)
84.65Rank-1 AccGiT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GiTArchitecture Category=Proposed2021.07 | 84.65 | 90.12 | — | |
| HPGNBackbone=ResNet-502020.05 | 83.91 | 89.6 | — | |
| HPGNArchitecture Category=Global + Local (CNN & GN)2021.07 | 83.91 | 89.6 | — | |
| ViTArchitecture Category=Transformer2021.07 | 82.41 | 87.05 | — | |
| MGLBackbone=ResNet-502020.05 | 79.6 | 82.1 | — | |
| MGLArchitecture Category=Global + Local (Pure CNN)2021.07 | 79.6 | 82.1 | — | |
| Appearance+LicenseBackbone=ResNet-502020.05 | 79.5 | 82.7 | — | |
| App+LicenseArchitecture Category=Global + Local (Pure CNN)2021.07 | 79.5 | 82.7 | — | |
| PRN2020.05 | 78.92 | — | — | |
| Triplet Embedding2020.05 | 78.8 | 86.19 | — | |
| Part Regularization2020.05 | 78.4 | — | — | |
| SGATArchitecture Category=Global + Local (CNN & GN)2021.07 | 78.12 | 81.49 | — | |
| GRF+GGL2020.05 | 77.1 | — | — | |
| MRM2020.05 | 76.64 | 80.02 | — | |
| XG-6-sub-multi2020.05 | 76.1 | — | — | |
| GSTE2020.05 | 75.9 | 75.4 | — | |
| RAM2020.05 | 75.2 | — | — | |
| EALN2020.05 | 75.11 | 77.5 | — | |
| EALNArchitecture Category=Global + Local (Pure CNN)2021.07 | 75.11 | 77.5 | — | |
| MSV2020.05 | 75.1 | 79.3 | — | |
| MSVArchitecture Category=Global + Local (Pure CNN)2021.07 | 75.1 | 79.3 | — | |
| DQAL2020.05 | 74.74 | — | — | |
| ResNet101-AAVERBackbone=ResNet-1012020.05 | 74.69 | — | — | |
| Mixed Diff+CCLsource=VeRi-7762024.10 | 73.5 | 49 | — | |
| Mob. VFL-LSTM2020.05 | 73.37 | — | — | |
| HSS-GCNArchitecture Category=Global + Local (CNN & GN)2021.07 | 72.7 | 77.3 | — | |
| QD-DLF2018.11 | 72.32 | 76.54 | 92.48 | |
| QD-DLF2020.05 | 72.32 | 76.54 | — | |
| QD-DLFArchitecture Category=Global + Local (Pure CNN)2021.07 | 72.32 | 76.54 | — | |
| DJDL2018.11 | 72.3 | — | 85.7 | |
| DJDL2020.05 | 72.3 | — | — | |
| Improved Triplet CNN2018.11 | 69.9 | — | 87.3 | |
| Improved Triplet2020.05 | 69.9 | — | — | |
| FACTsource=VeRi-7762024.10 | 67.96 | 49.53 | — | |
| DenseNet1212018.11 | 66.1 | 68.85 | 77.87 | |
| DenseNet121Backbone=DenseNet-1212020.05 | 66.1 | 68.85 | — | |
| DenseNet121Architecture Category=Global (Pure CNN)2021.07 | 66.1 | 68.85 | — | |
| TAMR2020.05 | 66.02 | — | — | |
| MLSR2020.05 | 65.78 | — | — | |
| RPM2020.05 | 65.04 | — | — | |
| SFF+SAttBackbone=ResNet-502020.05 | 64.5 | — | — | |
| VAMI2020.05 | 63.12 | — | — | |
| C2F2020.05 | 61.1 | 63.5 | — | |
| SDC-CNN2020.05 | 56.98 | 63.52 | — | |
| SDC-CNNArchitecture Category=Global (Pure CNN)2021.07 | 56.98 | 63.52 | — | |
| ABLN-322020.05 | 52.63 | — | — | |
| MGR-GCLsource=VeRi-7762024.10 | 52.38 | 55.24 | 75.29 | |
| PLMsource=VeRi-7762024.10 | 51.23 | 54.85 | 67.11 | |
| PAL2020.06 | 50.25 | 53.5 | 64.91 | |
| PALsource=VeRi-7762024.10 | 50.25 | 53.5 | 64.91 | |
| FACT2018.11 | 49.53 | — | 67.96 | |
| FACT2020.06 | 49.53 | — | 67.96 | |
| FACT2020.05 | 49.53 | — | — | |
| Mixed Diff+CCL2020.06 | 49 | — | 73.5 | |
| DRDL2018.11 | 48.91 | — | 66.71 | |
| DRDL2020.05 | 48.91 | — | — | |
| NuFACT2018.11 | 48.9 | — | 69.51 | |
| NuFACT2020.05 | 48.9 | — | — | |
| GoogLeNet2018.11 | 47.9 | — | 67.43 | |
| PUL2020.06 | 40.03 | 43.9 | 56.03 | |
| PULsource=VeRi-7762024.10 | 40.03 | 43.9 | 56.03 | |
| Baseline System2020.06 | 39.11 | 42.96 | 55.24 | |
| CycleGAN2020.06 | 37.29 | 42.32 | 58.56 | |
| CycleGANsource=VeRi-7762024.10 | 37.29 | 42.32 | 58.56 | |
| Direct Transfer2020.06 | 35.48 | 40.58 | 57.26 | |
| DT baselinesource=VeRi-7762024.10 | 35.48 | 40.58 | 57.26 | |
| LOMO2018.11 | 19.74 | — | 32.14 | |
| BOW-CN2018.11 | 13.14 | — | 22.69 | |
| BOW-SIFT2018.11 | 2.81 | — | 4.23 | |
| MAD+STR2020.05 | — | 82.2 | — | |
| MGR2020.05 | — | 62.8 | — | |
| PMSM2020.05 | — | 64.2 | — |