Person Re-Identification on CUHK03 Labeled (767/700)
98.5Rank-1SOLIDER
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SOLIDER2024.06 | 98.5 | 97.4 | |
| Pose-dIVEBase Model=SOLIDER2024.06 | 98.5 | 97.6 | |
| Pose-dIVEBase Model=CLIP-reID2024.06 | 97.8 | 97.2 | |
| CLIP-reID2024.06 | 96.6 | 95.5 | |
| LightMBNType=Ours, Backbone=OSNet2021.01 | 87.2 | 85.1 | |
| LightMBNType=Ours, Backbone=OSNet, Evaluation script/protocol=computed via [8]2021.01 | 87.2 | 83.8 | |
| SCSNBackbone=Resnet 502021.02 | 86.8 | 84 | |
| SCSNType=Attention based, Publication=CVPR 20, Backbone=ResNet502021.01 | 86.8 | 84 | |
| SCSN (4-stage)stages=42020.08 | 86.8 | 84 | |
| SCSN2024.06 | 86.8 | 84 | |
| Deep MinerBackbone=Resnet 502021.02 | 86.6 | 84.7 | |
| SCSN (3-stage)stages=32020.08 | 86.3 | 83.3 | |
| MPN2024.06 | 85 | 81.1 | |
| PLR OSNetBackbone=OSNet2021.02 | 84.6 | 80.5 | |
| PLR-OSNetType=Attention based, Publication=PRCV '20, Backbone=OSNet2021.01 | 84.6 | 80.5 | |
| SCRType=Part based, Publication=WACV'20, Backbone=ResNet502021.01 | 83.8 | 80.4 | |
| MHSA-Net+Re-rankingK=8, Re-ranking=true2020.08 | 82.6 | 84.2 | |
| RGA-SC2020.08 | 80.4 | 76.4 | |
| AAFormer2024.06 | 80.3 | 79 | |
| SAN2024.06 | 80.1 | 76.4 | |
| BFEBackbone=Resnet 502021.02 | 79.4 | 76.6 | |
| BDBType=Global feature, Publication=ICCV'19, Backbone=ResNet502021.01 | 79.4 | 76.7 | |
| PyramidBackbone=Resnet1012021.02 | 78.9 | 76.9 | |
| PyramidType=Part based, Publication=CVPR'19, Backbone=ResNet1012021.01 | 78.9 | 76.9 | |
| MHNBackbone=Resnet 502021.02 | 77.2 | 72.4 | |
| MHNType=Attention based, Publication=ICCV'19, Backbone=ResNet502021.01 | 77.2 | 72.4 | |
| Resnet50 (ours)2020.08 | 76.36 | 74.5 | |
| MHSA-NetK=52020.08 | 75.8 | 73 | |
| MHSA-NetK=82020.08 | 75.6 | 72.7 | |
| MHSA-Net+K=8, Training=Drop L_CE loss2020.08 | 75.2 | 72.3 | |
| MHN-4 (PCB)2020.08 | 75.1 | 70.6 | |
| Parameter-Free Spatial Attention Networkre-ranking=true, random erasing=true2018.11 | 74.9 | 76.5 | |
| MHSA-Net*K=8, Feature=Key local feature only2020.08 | 74.4 | 72 | |
| CASN+PCB2020.08 | 73.7 | 68 | |
| CASNBackbone=Resnet 502021.02 | 73.7 | 68 | |
| BDB2020.08 | 73.6 | 71.7 | |
| DaRe(R)+RE+RR2018.11 | 72.9 | 73.7 | |
| TricksBackbone=SeResnet1012021.02 | 72 | 70.4 | |
| Mancs2018.11 | 69 | 63.9 | |
| Mancs2020.08 | 69 | 53.9 | |
| MancsBackbone=Resnet 502021.02 | 69 | 63.9 | |
| MGN2018.04 | 68 | 67.4 | |
| MGNBackbone=Resnet 502021.02 | 68 | 67.4 | |
| MGNType=Part based, Publication=ACM MM 18, Backbone=ResNet502021.01 | 68 | 67.4 | |
| MGN2020.08 | 67.4 | 68 | |
| RANGEv22020.08 | 67.4 | 64.3 | |
| Mltb2020.08 | 66.5 | 70.1 | |
| AGW2024.06 | 63.6 | 62 | |
| Resnet50implementation=re-implemented by current paper2020.08 | 63.36 | 61.6 | |
| Baseline2020.08 | 58.6 | 55.2 | |
| MLFN2018.04 | 54.7 | 49.2 | |
| MLFN2020.08 | 54.7 | 49.2 | |
| MLFN2020.08 | 49.2 | 54.7 | |
| FMN2018.11 | 46 | 47.5 | |
| HA-CNN2018.04 | 44.4 | 41 | |
| HA-CNN2018.11 | 44.4 | 41 | |
| HA-CNN2020.08 | 44.4 | 41 | |
| DPFL2018.11 | 43 | 40.5 | |
| SVDNet2018.04 | 40.9 | 37.8 | |
| PAN2018.04 | 36.9 | 35 | |
| PAN2018.11 | 36.9 | 35 | |
| PAN2020.08 | 36.9 | 35 | |
| IDE2018.04 | 22.2 | 21 | |
| LOMO+XQDA2018.04 | 14.8 | 13.6 | |
| BOW+XQDA2018.04 | 7.9 | 7.3 |