Person Re-identification on CUHK-SYSU
92.2mAPPAEMA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PAEMANet.=CLIP, CLIP-ReID integration=true2026.03 | 92.2 | 93 | |
| PADVenue=This Paper, Training Order=Order-12026.05 | 92.2 | 92.9 | |
| LSTKCNet.=CLIP, CLIP-ReID integration=true2026.03 | 92 | 92.7 | |
| VLADRNet.=CLIP, CLIP-ReID integration=false2026.03 | 92 | 92.5 | |
| DASKNet.=CLIP, CLIP-ReID integration=true2026.03 | 91 | 91.7 | |
| PAEMANet.=ViT, CLIP-ReID integration=false2026.03 | 90 | 91.5 | |
| DKPNet.=CLIP, CLIP-ReID integration=true2026.03 | 90 | 91 | |
| LSTKC++Net.=CLIP, CLIP-ReID integration=true2026.03 | 89.9 | 90.9 | |
| DRENet.=ViT, CLIP-ReID integration=false2026.03 | 88 | 89.8 | |
| DKP++Net.=CLIP, CLIP-ReID integration=true2026.03 | 87.8 | 88.5 | |
| JointTrainTraining Order=Order-2, Publication=-2025.08 | 86.7 | 88.2 | |
| JointTrainPublication=-, Training Order=Order-1, Method Category=-2025.08 | 86.7 | 88.2 | |
| LSTKC++Net.=ResNet, CLIP-ReID integration=false2026.03 | 86.3 | 88.2 | |
| KRKCTraining Order=Order-2, Publication=AAAI 2023, Category=LReID2025.08 | 85.2 | 87.4 | |
| OursTraining Order=Order-2, Publication=-2025.08 | 85 | 86.5 | |
| DASKTraining Order=Order-2, Publication=AAAI 2025, Category=LReID2025.08 | 84.8 | 86.2 | |
| OursPublication=-, Training Order=Order-1, Method Category=LReID2025.08 | 84.1 | 85.2 | |
| DKPNet.=ResNet, CLIP-ReID integration=false2026.03 | 84.1 | 85.9 | |
| DKPVenue=CVPR’24, Training Order=Order-12026.05 | 84.1 | 85.9 | |
| KRKCPublication=AAAI 2023, Training Order=Order-1, Method Category=LReID2025.08 | 84 | 86.3 | |
| CKPTraining Order=Order-2, Publication=MM 2024, Category=LReID2025.08 | 83.2 | 84.9 | |
| SPREDVenue=ICCV’25, Training Order=Order-12026.05 | 83.2 | 84.8 | |
| DKPTraining Order=Order-2, Publication=CVPR 2024, Category=LReID2025.08 | 83 | 84.9 | |
| LSTKCNet.=ResNet, CLIP-ReID integration=false2026.03 | 82.9 | 84.9 | |
| LSTKCVenue=AAAI’24, Training Order=Order-12026.05 | 82.9 | 84.9 | |
| LSTKCTraining Order=Order-2, Publication=AAAI 2024, Category=LReID2025.08 | 82.3 | 83.8 | |
| ConRFLPublication=PR 2023, Training Order=Order-1, Method Category=LReID2025.08 | 82.1 | 84.3 | |
| DASKPublication=AAAI 2025, Training Order=Order-1, Method Category=LReID2025.08 | 81.9 | 83.7 | |
| CKPPublication=MM 2024, Training Order=Order-1, Method Category=LReID2025.08 | 81.2 | 83 | |
| LSTKCPublication=AAAI 2024, Training Order=Order-1, Method Category=LReID2025.08 | 81.1 | 83.4 | |
| PatchKDVenue=MM’22, Training Order=Order-12026.05 | 77 | 79.6 | |
| FCSTraining Order=Order-2, Publication=CVPR 2024, Category=CIL2025.08 | 76.2 | 78.2 | |
| DKP++Net.=ResNet, CLIP-ReID integration=false2026.03 | 75.6 | 77.7 | |
| FCSPublication=CVPR 2024, Training Order=Order-1, Method Category=CIL2025.08 | 75.1 | 76.2 | |
| DASKNet.=ResNet, CLIP-ReID integration=false2026.03 | 74.9 | 77 | |
| DLDPBounding Box Source=GT2016.10 | 74 | 76.7 | |
| LwFNet.=CLIP, CLIP-ReID integration=false2026.03 | 73.6 | 76.5 | |
| MEGEPublication=TPAMI 2023, Training Order=Order-1, Method Category=LReID2025.08 | 73.3 | 76.6 | |
| LwFPublication=TPAMI 2017, Training Order=Order-1, Method Category=CIL2025.08 | 72.9 | 75.1 | |
| PRAKATraining Order=Order-2, Publication=ICCV 2023, Category=CIL2025.08 | 70.4 | 73 | |
| MEGETraining Order=Order-2, Publication=TPAMI 2023, Category=LReID2025.08 | 69.9 | 73.1 | |
| PRAKAPublication=ICCV 2023, Training Order=Order-1, Method Category=CIL2025.08 | 69.3 | 71.8 | |
| Baseline ModelBounding Box Source=GT2016.10 | 68.4 | 70.3 | |
| LwFNet.=ResNet, CLIP-ReID integration=false2026.03 | 66.6 | 69.8 | |
| IDNetBounding Box Source=GT2016.10 | 66.5 | 71.1 | |
| BoWBounding Box Source=GT2016.10 | 62.5 | 67.2 | |
| SPDTraining Order=Order-2, Publication=ICCV 2019, Category=CIL2025.08 | 62.1 | 65 | |
| SPDPublication=ICCV 2019, Training Order=Order-1, Method Category=CIL2025.08 | 61.7 | 64 | |
| DLDPBounding Box Source=Detections, Detector=SSD VOC5002016.10 | 57.76 | 64.59 | |
| KISSMEBounding Box Source=GT2016.10 | 56.2 | 61.9 | |
| Person Search rerunBounding Box Source=Detections2016.10 | 55.79 | 62.17 | |
| Person SearchBounding Box Source=Detections2016.10 | 55.7 | 62.7 | |
| DLDPBounding Box Source=Detections, Detector=SSD VOC3002016.10 | 49.53 | 57.48 | |
| AKAPublication=CVPR 2021, Training Order=Order-1, Method Category=LReID2025.08 | 47.5 | 45.1 | |
| EuclideanBounding Box Source=GT2016.10 | 41.1 | 45.9 |