Person Re-identification on VIPeR
68.4Rank-1FedKLPR*
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FedKLPR*Backbone=ResNet-50, Components=KLL and KLAW2025.08 | 68.4 | — | — | — | 75.5 | — | — | |
| OSNetBackbone=OSNet2019.05 | 68 | — | — | — | — | — | — | |
| OSNetBackbone=OSNet2019.10 | 68 | — | — | — | — | — | — | |
| PAOA+Training Source=M+C2+C3+CS2023.10 | 67.7 | — | — | — | 77.2 | — | — | |
| FedCAPRBackbone=ResNet-502025.08 | 67.1 | — | — | — | 73.4 | — | — | |
| PAOATraining Source=M+C2+C3+CS2023.10 | 66.7 | — | — | — | 76.6 | — | — | |
| ACLTraining Source=M+C2+C3+CS2023.10 | 66.4 | — | — | — | 75.1 | — | — | |
| SubFedAVGBackbone=ResNet-502025.08 | 65.82 | — | — | — | 72.68 | 68.05 | 2.21 | |
| FedKLPRBackbone=ResNet-502025.08 | 64.56 | — | — | — | 72.26 | 67.85 | 2.11 | |
| DCIAReference Venue=ICCV20152017.03 | 63.92 | — | 87.5 | — | — | — | — | |
| LotteryFLBackbone=ResNet-502025.08 | 62.03 | — | — | — | 70.13 | 12.03 | 2.99 | |
| METASource Domains=M+C2+C3+CS, Evaluation Protocol=protocol-12021.12 | 61.5 | — | — | — | 68.4 | — | — | |
| METATraining Source=M+C2+C3+CS2023.10 | 61.5 | — | — | — | 68.4 | — | — | |
| M3L (ResNet-50)Source Domains=M+C2+C3+CS, Evaluation Protocol=protocol-1, re-implemented=true2021.12 | 60.8 | — | — | — | 68.2 | — | — | |
| FedDIPBackbone=ResNet-502025.08 | 60.76 | — | — | — | 68.5 | 70.01 | 1.95 | |
| Unit-DRO2023.02 | 60 | 78.2 | 82.8 | — | 68.4 | — | — | |
| MetaBIN2023.02 | 59.3 | 76.8 | 81.9 | — | 67.6 | — | — | |
| DANN+ELS2023.02 | 59.3 | 76.4 | 82.7 | — | 67.4 | — | — | |
| DIR-ReID2023.02 | 58.5 | 76.9 | 83.3 | — | 67 | — | — | |
| M3LTraining Source=M+C2+C3+CS2023.10 | 57.5 | — | — | — | 66.2 | — | — | |
| QAConv50Source Domains=M+C2+C3+CS, Evaluation Protocol=protocol-1, re-implemented=true2021.12 | 57 | — | — | — | 66.3 | — | — | |
| PL-Net+LOMOcombined with=LOMO [21]2017.07 | 56.65 | 82.59 | 89.87 | — | — | — | — | |
| HP-net2017.09 | 56.6 | 78.8 | 87 | 92.4 | — | — | — | |
| HydraPlus-NetBackbone=Inception2019.05 | 56.6 | — | — | — | — | — | — | |
| HydraPlus-NetBackbone=Inception2019.10 | 56.6 | — | — | — | — | — | — | |
| RaMoESource Domains=M+D+C2+C3+CS, Evaluation Protocol=protocol-12021.12 | 56.6 | — | — | — | 64.6 | — | — | |
| MetaBINSource Domains=M+C2+C3+CS, Evaluation Protocol=protocol-1, re-implemented=true2021.12 | 55.9 | — | — | — | 64.3 | — | — | |
| MetaBINTraining Source=M+C2+C3+CS2023.10 | 55.9 | — | — | — | 64.3 | — | — | |
| Baseline-SNRSource Training Set=M + D + CUHK03 + MSMT172020.05 | 55.1 | — | — | — | 65 | — | — | |
| GLAD2017.09 | 54.8 | 74.5 | 83.5 | 91.8 | — | — | — | |
| GLADBackbone=Inception2019.05 | 54.8 | — | — | — | — | — | — | |
| GLADBackbone=Inception2019.10 | 54.8 | — | — | — | — | — | — | |
| DMG-NetSource Domains=M+D+C2+C3+CS, Evaluation Protocol=protocol-12021.12 | 53.9 | — | — | — | 60.4 | — | — | |
| DualNorm2023.02 | 53.9 | 62.5 | 75.3 | — | 58 | — | — | |
| DMG-NetTraining Source=M+D+C2+C3+CS2023.10 | 53.9 | — | — | — | 60.4 | — | — | |
| SpindleNetextra annotations=human landmark2017.07 | 53.8 | 74.1 | 83.2 | — | — | — | — | |
| SpindleBackbone=Inception2019.05 | 53.8 | — | — | — | — | — | — | |
| SpindleBackbone=Inception2019.10 | 53.8 | — | — | — | — | — | — | |
| SSM2017.03 | 53.73 | — | 91.49 | 96.08 | — | — | — | |
| SSM2017.07 | 53.73 | 91.49 | 96.08 | — | — | — | — | |
| SCSPReference Venue=CVPR20162017.03 | 53.54 | — | 91.49 | 96.65 | — | — | — | |
| SCSP2017.07 | 53.54 | 91.49 | 96.65 | — | — | — | — | |
| SCSP2016.07 | 53.5 | 82.6 | 91.5 | — | — | — | — | |
| SCSCategory=A2017.05 | 53.5 | 82.6 | 91.5 | 96.7 | — | — | — | |
| SCSP2017.09 | 53.5 | 82.6 | 91.5 | 96.7 | — | — | — | |
| SCSP2017.09 | 53.5 | 82.6 | 91.5 | 96.7 | — | — | — | |
| SNRSource Domains=M+D+C2+C3+CS, Evaluation Protocol=protocol-12021.12 | 52.9 | — | — | — | 61.3 | — | — | |
| SNRTraining Source=M+D+C2+C3+CS2023.10 | 52.9 | — | — | — | 61.3 | — | — | |
| DDAN2023.02 | 52.3 | 60.6 | 71.8 | — | 56.4 | — | — | |
| DNS2016.07 | 51.7 | 82.1 | 90.5 | — | — | — | — | |
| M-net2017.09 | 51.6 | 73.1 | 81.6 | 88.3 | — | — | — | |
| PDCextra annotations=human landmark2017.07 | 51.27 | 74.05 | 84.18 | — | — | — | — | |
| Null Space2017.09 | 51.2 | 82.1 | 90.5 | 95.9 | — | — | — | |
| NFST2017.09 | 51.2 | 82.1 | 90.5 | 96 | — | — | — | |
| DIMNSource Domains=M+D+C2+C3+CS, Evaluation Protocol=protocol-12021.12 | 51.2 | — | — | — | 60.1 | — | — | |
| DIMN2023.02 | 51.2 | 70.2 | 76 | — | 60.1 | — | — | |
| DIMNTraining Source=M+D+C2+C3+CS2023.10 | 51.2 | — | — | — | 60.1 | — | — | |
| NullReference Venue=CVPR20162017.03 | 51.17 | — | 90.51 | 95.92 | — | — | — | |
| Null2017.07 | 51.17 | 90.51 | 95.92 | — | — | — | — | |
| NFSTCategory=A2017.05 | 51.1 | 82.1 | 90.5 | 95.9 | — | — | — | |
| FedUCABackbone=ResNet-502025.08 | 51 | — | — | — | — | — | — | |
| JLMLCategory=C2017.05 | 50.2 | 74.2 | 84.3 | 91.6 | — | — | — | |
| JLMLBackbone=ResNet2019.05 | 50.2 | — | — | — | — | — | — | |
| JLMLBackbone=ResNet2019.10 | 50.2 | — | — | — | — | — | — | |
| GOGReference Venue=CVPR20162017.03 | 49.72 | — | 88.67 | 94.53 | — | — | — | |
| GOG2017.07 | 49.72 | 88.67 | 94.53 | — | — | — | — | |
| HGD2016.07 | 49.7 | 79.7 | 88.7 | — | — | — | — | |
| GOGCategory=A2017.05 | 49.7 | — | 88.7 | 94.5 | — | — | — | |
| GOG+XQDA2017.09 | 49.7 | 79.7 | 88.7 | 94.5 | — | — | — | |
| DLPARtraining set=CUHK03 and VIPeR2017.07 | 48.7 | 74.7 | 85.1 | — | — | — | — | |
| DeepAlignBackbone=Inception2019.05 | 48.7 | — | — | — | — | — | — | |
| DeepAlignBackbone=Inception2019.10 | 48.7 | — | — | — | — | — | — | |
| Group DRO2023.02 | 48.5 | 68.4 | 77.2 | — | 57.8 | — | — | |
| TMAReference Venue=ECCV20162017.03 | 48.19 | — | 87.65 | 93.54 | — | — | — | |
| TMA2017.07 | 48.19 | 87.65 | 93.54 | — | — | — | — | |
| MCP-CNN2016.07 | 47.8 | 74.7 | 84.8 | — | — | — | — | |
| TPCReference Venue=CVPR20162017.03 | 47.8 | — | 84.8 | 91.1 | — | — | — | |
| MCPCategory=C2017.05 | 47.8 | 74.7 | 84.8 | 91.1 | — | — | — | |
| TCP2017.09 | 47.8 | 74.7 | 84.8 | 91.1 | — | — | — | |
| MTDnetCategory=B2017.05 | 47.5 | 73.1 | 82.6 | — | — | — | — | |
| PL-Net2017.07 | 47.47 | 72.47 | 80.7 | — | — | — | — | |
| MetricEmsemb.Reference Venue=CVPR20152017.03 | 45.9 | — | 88.9 | 95.8 | — | — | — | |
| Agg-PCBSource Domains=M+D+C2+C3+CS, Evaluation Protocol=protocol-12021.12 | 45.1 | — | — | — | 54.5 | — | — | |
| Local Representation2017.07 | 44.94 | 72.47 | 80.7 | — | — | — | — | |
| Global Representation2017.07 | 44.3 | 69.3 | 79.11 | — | — | — | — | |
| SSDALReference Venue=ECCV20162017.03 | 43.5 | — | 81.5 | 89 | — | — | — | |
| PIE+Mirror+MFA2017.09 | 43.3 | 69.4 | 80.4 | 89.9 | — | — | — | |
| MuDeep2017.07 | 43.03 | 74.36 | 85.76 | — | — | — | — | |
| Mirror-KMFA2017.09 | 43 | 75.8 | 87.3 | 94.8 | — | — | — | |
| MuDeepBackbone=Inception2019.05 | 43 | — | — | — | — | — | — | |
| MuDeepBackbone=Inception2019.10 | 43 | — | — | — | — | — | — | |
| FedUCC+Backbone=ResNet-502025.08 | 43 | — | — | — | 48.6 | — | — | |
| SS-SVM2016.07 | 42.7 | — | 84.3 | — | — | — | — | |
| LSSCDLReference Venue=CVPR20162017.03 | 42.66 | — | 84.27 | 91.93 | — | — | — | |
| S-LSTM2016.07 | 42.4 | 68.7 | 79.4 | — | — | — | — | |
| S-LSTMReference Venue=ECCV20162017.03 | 42.4 | — | 79.4 | — | — | — | — | |
| LSTM Siamese2017.09 | 42.4 | 68.7 | 79.4 | — | — | — | — | |
| LSTM Siamese2017.07 | 42.4 | 68.7 | 79.4 | — | — | — | — | |
| MT-LORAE2016.07 | 42.3 | 72.2 | 81.6 | — | — | — | — | |
| MTL-LORAEReference Venue=ICCV20152017.03 | 42.3 | — | 81.6 | 89.6 | — | — | — |