Person Re-identification on Market-1501 single query
96.4Rank-1 AccMPN*
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MPN*Category=SPF-based2020.03 | 96.4 | 90.1 | — | — | — | |
| DAAF-BoTre-ranking=true2020.03 | 96.4 | 95 | — | — | — | |
| MPNCategory=SPF-based2020.03 | 96.3 | 89.4 | — | — | — | |
| MGNCategory=MSF-based2020.03 | 95.7 | 86.9 | — | — | — | |
| DSA-reIDCategory=MSF-based2020.03 | 95.7 | 87.6 | — | — | — | |
| PyramidCategory=MSF-based2020.03 | 95.7 | 88.2 | — | — | — | |
| FPRCategory=MSF-based2020.03 | 95.4 | 86.6 | — | — | — | |
| BoTre-ranking=true2020.03 | 95.4 | 94.2 | — | — | — | |
| BDB+CutCategory=HF-based2020.03 | 95.3 | 86.7 | — | — | — | |
| MuDeepCategory=MSF-based2020.03 | 95.3 | 84.7 | — | — | — | |
| MHN-6 (PCB)Category=SPF-based2020.03 | 95.1 | 85 | — | — | — | |
| DAAF-BoTre-ranking=false2020.03 | 95.1 | 87.9 | — | — | — | |
| OSNetCategory=HF-based2020.03 | 94.8 | 84.9 | — | — | — | |
| DCDSCategory=HF-based2020.03 | 94.8 | 85.8 | — | — | — | |
| Auto-ReIDCategory=SPF-based2020.03 | 94.5 | 85.1 | — | — | — | |
| BoTre-ranking=false2020.03 | 94.5 | 85.9 | — | — | — | |
| AlignedReIDRe-ranking (RK)=true2017.11 | 94.4 | 90.7 | — | — | — | |
| IANetCategory=HF-based2020.03 | 94.4 | 83.1 | — | — | — | |
| FANNCategory=SPF-based2020.03 | 94.4 | 82.5 | — | — | — | |
| HPMCategory=MSF-based2020.03 | 94.2 | 82.7 | — | — | — | |
| DSA-Local(Single)Category=SPF-based2020.03 | 94 | 83.2 | — | — | — | |
| PGRCategory=HF-based2020.03 | 93.9 | 77.2 | — | — | — | |
| PCB+RPPCategory=SPF-based2020.03 | 93.8 | 81.6 | — | — | — | |
| PCBre-ranking=false2020.03 | 93.8 | 81.06 | — | — | — | |
| SPREIDre-ranking=false2020.03 | 93.68 | 83.36 | — | — | — | |
| DNN+CRFCategory=HF-based2020.03 | 93.5 | 81.6 | — | — | — | |
| Part-Aligned Bilinear RepresentationBackbone=Inception-V1, Pose Estimation Model=OpenPose, Dilation=true, Re-ranking=true2018.04 | 93.4 | 89.9 | 96.4 | 97.4 | 98.2 | |
| SFTCategory=HF-based2020.03 | 93.4 | 82.7 | — | — | — | |
| MancusCategory=HF-based2020.03 | 93.1 | 82.3 | — | — | — | |
| Mancsre-ranking=false2020.03 | 93.1 | 82.3 | — | — | — | |
| PCBCategory=SPF-based2020.03 | 92.3 | 77.4 | — | — | — | |
| AlignedReID2017.11 | 91.8 | 79.3 | — | — | — | |
| Part-Aligned Bilinear RepresentationBackbone=Inception-V1, Pose Estimation Model=OpenPose, Dilation=true2018.04 | 91.7 | 79.6 | 96.9 | 98.1 | 98.9 | |
| Part-AlignedCategory=SPF-based2020.03 | 91.7 | 79.6 | — | — | — | |
| HA-CNNQuery Type=Single-Query2018.02 | 91.2 | 75.7 | — | — | — | |
| HA-CNNCategory=MSF-based2020.03 | 91.2 | 75.7 | — | — | — | |
| HA-CNNre-ranking=false2020.03 | 91.2 | 75.7 | — | — | — | |
| Part-Aligned Bilinear RepresentationBackbone=Inception-V1, Pose Estimation Model=OpenPose2018.04 | 90.2 | 76 | 96.1 | 97.4 | 98.4 | |
| Chen et al. (2017, [79])Backbone=MobileNet2018.04 | 90 | 70.6 | — | — | — | |
| MLFNCategory=HF-based2020.03 | 90 | 74.3 | — | — | — | |
| GLAD2017.11 | 89.9 | 73.9 | — | — | — | |
| DarkRank2017.11 | 89.8 | 74.3 | — | — | — | |
| Zhong et al. (2017, [78]) + re-rankingre-ranking=true2018.04 | 89.1 | 83.9 | — | — | — | |
| DaReCategory=HF-based2020.03 | 89 | 76 | — | — | — | |
| Part-Aligned Bilinear RepresentationBackbone=Inception-V1, Pose Estimation Model=R-CPM2018.04 | 88.8 | 74.5 | 95.6 | 97.3 | 98.6 | |
| Chen et al. (2017, [79])Backbone=Inception-V32018.04 | 88.6 | 72.6 | — | — | — | |
| SNLCategory=HF-based2020.03 | 88.3 | 73.4 | — | — | — | |
| PL-Net2017.07 | 88.2 | 69.3 | — | — | — | |
| PL-NETCategory=MSF-based2020.03 | 88.2 | 69.3 | — | — | — | |
| Part Representation2017.07 | 88 | 69 | — | — | — | |
| Deep2017.11 | 87.7 | 68.8 | — | — | — | |
| Zhang et al. (2017, [77])2018.04 | 87.7 | 68.8 | — | — | — | |
| PSECategory=HF-based2020.03 | 87.7 | 69 | — | — | — | |
| DAAF-TriNetre-ranking=false2020.03 | 87.17 | 72.63 | — | — | — | |
| Zhong et al. (2017, [78])2018.04 | 87.1 | 71.3 | — | — | — | |
| HGDCategory=HF-based2020.03 | 87 | 70.9 | — | — | — | |
| InRe-ranking (RK)=true2017.11 | 86.7 | 81.1 | — | — | — | |
| Hermans et al. + re-rankingre-ranking=true2018.04 | 86.7 | 81.1 | 93.4 | — | — | |
| AACNCategory=SPF-based2020.03 | 85.9 | 66.9 | — | — | — | |
| AACNre-ranking=false2020.03 | 85.9 | 66.87 | — | — | — | |
| Global Representation2017.07 | 85.6 | 65.9 | — | — | — | |
| JLMLQuery Type=Single-Query2018.02 | 85.1 | 65.5 | — | — | — | |
| TriNetre-ranking=false2020.03 | 84.92 | 69.14 | — | — | — | |
| In2017.11 | 84.9 | 69.1 | — | — | — | |
| Hermans et al.2018.04 | 84.9 | 69.1 | 94.2 | — | — | |
| Improving2017.11 | 84.3 | 64.7 | — | — | — | |
| Lin et al.2018.04 | 84.3 | 64.7 | 93.2 | 95.2 | 97 | |
| PDC2017.07 | 84.14 | 63.41 | — | — | — | |
| PDCre-ranking=false2020.03 | 84.14 | 63.41 | — | — | — | |
| PDCQuery Type=Single-Query2018.02 | 84.1 | 63.4 | — | — | — | |
| Su et al. (Pose)Pose Estimation=true2018.04 | 84.1 | 65.4 | 92.7 | 94.9 | 96.8 | |
| MGCAMre-ranking=false2020.03 | 83.79 | 74.33 | — | — | — | |
| Geng et al.2018.04 | 83.7 | 65.5 | — | — | — | |
| SVDNetQuery Type=Single-Query2018.02 | 82.3 | 62.1 | — | — | — | |
| Sun et al.2018.04 | 82.3 | 62.1 | 92.3 | 95.2 | — | |
| SSM2017.07 | 82.21 | 68.8 | — | — | — | |
| Scalable2017.11 | 82.2 | 68.8 | — | — | — | |
| Bai et al.2018.04 | 82.2 | 68.8 | — | — | — | |
| Baseline Network2017.07 | 81.5 | 61.9 | — | — | — | |
| DLPAQuery Type=Single-Query2018.02 | 81 | 63.4 | — | — | — | |
| DLPAR2017.07 | 81 | 63.4 | — | — | — | |
| PARCategory=SPF-based2020.03 | 81 | 63.4 | — | — | — | |
| Zhao et al. (2017, [18])2018.04 | 80.9 | 63.4 | 91.7 | 94.7 | 96.6 | |
| CADL2017.07 | 80.85 | 55.58 | — | — | — | |
| MSCAN2017.07 | 80.31 | 57.53 | — | — | — | |
| MSCANQuery Type=Single-Query2018.02 | 80.3 | 57.5 | — | — | — | |
| Pose2017.11 | 79.3 | 56 | — | — | — | |
| Zheng et al. (Pose)Pose Estimation=true2018.04 | 79.3 | 56 | 90.8 | 94.4 | 96.5 | |
| Re-ranking2017.11 | 77.1 | 63.6 | — | — | — | |
| Zhong et al. (2017, [71])2018.04 | 77.1 | 63.6 | — | — | — | |
| Spindle2017.11 | 76.9 | — | — | — | — | |
| HydraPlus-Net2017.11 | 76.9 | — | — | — | — | |
| HPNQuery Type=Single-Query2018.02 | 76.9 | — | — | — | — | |
| Zhao et al. (2017, [16]) (Pose)Pose Estimation=true2018.04 | 76.9 | — | 91.5 | 94.6 | 96.7 | |
| SpindleNet2017.07 | 76.9 | — | — | — | — | |
| Chen et al. (2017, [76])2018.04 | 72.3 | — | 88.2 | 91.9 | 95 | |
| Person2017.11 | 71.8 | 45.5 | — | — | — | |
| P2S2017.07 | 70.72 | 44.27 | — | — | — | |
| CRAFTQuery Type=Single-Query2018.02 | 68.7 | 42.3 | — | — | — | |
| Ustinova et al.Bilinear=true2018.04 | 66.4 | 41.2 | 85 | 90.2 | — |