Person Re-Identification on CUHK03 Detected (767/700 split)
84.9R1LightMBN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LightMBNType=Ours, Backbone=OSNet2021.01 | 84.9 | 82.4 | |
| LightMBNType=Ours, Backbone=OSNet, Evaluation script/protocol=computed via [8]2021.01 | 84.9 | 81 | |
| SCSNBackbone=Resnet 502021.02 | 84.7 | 81 | |
| SCSNType=Attention based, Publication=CVPR 20, Backbone=ResNet502021.01 | 84.7 | 81 | |
| Deep MinerBackbone=Resnet 502021.02 | 83.5 | 81.4 | |
| SCRType=Part based, Publication=WACV'20, Backbone=ResNet502021.01 | 82.2 | 77.6 | |
| PLR OSNetBackbone=OSNet2021.02 | 80.4 | 77.2 | |
| PLR-OSNetType=Attention based, Publication=PRCV '20, Backbone=OSNet2021.01 | 80.4 | 77.2 | |
| PyramidType=Part based, Publication=CVPR'19, Backbone=ResNet1012021.01 | 79.9 | 74.8 | |
| PyramidBackbone=Resnet1012021.02 | 78.9 | 74.8 | |
| BFEBackbone=Resnet 502021.02 | 76.4 | 73.5 | |
| BDBType=Global feature, Publication=ICCV'19, Backbone=ResNet502021.01 | 76.4 | 73.5 | |
| Resnet50 (ours)2020.08 | 72.36 | 70.32 | |
| OSNetBackbone=OSNet2021.02 | 72.3 | 67.8 | |
| OSNetType=Global feature, Publication=ICCV'19, Backbone=OSNet2021.01 | 72.3 | 67.8 | |
| MHNBackbone=Resnet 502021.02 | 71.7 | 65.4 | |
| MHNType=Attention based, Publication=ICCV'19, Backbone=ResNet502021.01 | 71.7 | 65.4 | |
| MHN-4 (PCB)2020.08 | 71.6 | 66.1 | |
| CASN+PCB2020.08 | 71.5 | 64.4 | |
| CASNBackbone=Resnet 502021.02 | 71.5 | 64.4 | |
| TricksBackbone=SeResnet1012021.02 | 69.6 | 68 | |
| MGNBackbone=Resnet 502021.02 | 68 | 66 | |
| MGN2018.04 | 66.8 | 66 | |
| MGNType=Part based, Publication=ACM MM 18, Backbone=ResNet502021.01 | 66.8 | 66 | |
| MGN2020.08 | 66 | 68 | |
| Mancs2020.08 | 65.5 | 60.5 | |
| MancsBackbone=Resnet 502021.02 | 65.5 | 60.5 | |
| Mltb2020.08 | 64.2 | 66.6 | |
| PCB+RPP2018.04 | 63.7 | 57.5 | |
| PCB+RPPBackbone=Resnet 502021.02 | 63.7 | 57.5 | |
| Resnet50implementation=re-implemented by current paper2020.08 | 60.07 | 51.79 | |
| PCB2020.08 | 57.5 | 63.7 | |
| MLFN2018.04 | 52.8 | 47.8 | |
| MLFN2020.08 | 47.8 | 52.8 | |
| HA-CNN2018.02 | 41.7 | 38.6 | |
| HA-CNN2018.04 | 41.7 | 38.6 | |
| SVDNet-ResNet50Backbone=ResNet-502018.02 | 41.5 | 37.3 | |
| SVDNet2018.04 | 41.5 | 37.3 | |
| PAN2018.04 | 36.3 | 34 | |
| IDE-R+XQDA2018.02 | 31.1 | 28.2 | |
| SVDNet-CaffeNetBackbone=CaffeNet2018.02 | 27.7 | 24.9 | |
| IDE-R2018.02 | 21.3 | 19.7 | |
| IDE2018.04 | 21.3 | 19.7 | |
| IDE-C+XQDA2018.02 | 21.1 | 19 | |
| IDE-C2018.02 | 15.1 | 14.2 | |
| LOMO+XQDA2018.02 | 12.8 | 11.5 | |
| LOMO+XQDA2018.04 | 12.8 | 11.5 | |
| BoW+XQDA2018.02 | 6.4 | 6.4 | |
| BOW+XQDA2018.04 | 6.4 | 6.4 |