Person Re-identification on Occluded-REID (test)
95.4Rank-1DPM++
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DPM++Method design target=Occluded ReID, Transformer structure=false2026.05 | 95.4 | 91.8 | — | — | |
| DROP2024.01 | 94.2 | — | 98.2 | — | |
| BPBreIDReferences=WACV232024.01 | 93.8 | — | 98 | — | |
| ADPMethod design target=Occluded ReID, Transformer structure=false, Source=AAAI 242026.05 | 89.2 | 85.1 | — | — | |
| HCGAReferences=TIP232024.01 | 88 | — | 96 | — | |
| DPM-SPTMethod design target=Occluded ReID, Transformer structure=false, Source=AAAI 242026.05 | 87.8 | 81.1 | — | — | |
| CAAOMethod design target=Occluded ReID, Transformer structure=false, Source=TIP 232026.05 | 87.1 | 83.4 | — | — | |
| FED*NPO augmentation=OS1 and OS22021.12 | 87 | 79.4 | — | — | |
| FED2024.01 | 87 | 79.4 | — | — | |
| SRFR2024.01 | 86.8 | 82 | — | — | |
| SUREID2024.01 | 86.8 | 80.7 | — | — | |
| FEDNPO augmentation=OS12021.12 | 86.3 | 79.3 | — | — | |
| FED2024.07 | 86.3 | 79.3 | — | — | |
| FEDMethod design target=Occluded ReID, Transformer structure=false, Source=CVPR 222026.05 | 86.3 | 79.3 | — | — | |
| ISPReferences=ECCV202024.01 | 86.2 | — | 95.4 | — | |
| DPMMethod design target=Occluded ReID, Transformer structure=false, Source=ACM MM 222026.05 | 85.5 | 79.7 | — | — | |
| KPR_INprompt=true, Pre-training=ImageNet, Resolution=128x2562024.07 | 85.4 | 79.1 | — | — | |
| KPR_SOLprompt=true, Pre-training=SOLIDER, Resolution=128x3842024.07 | 84.8 | 82.6 | — | — | |
| KPR_INprompt=false, Pre-training=ImageNet, Resolution=128x2562024.07 | 83.3 | 78.2 | — | — | |
| PFD2024.07 | 83 | 81.5 | — | — | |
| SAPMethod design target=Occluded ReID, Transformer structure=false, Source=AAAI 232026.05 | 83 | 76.8 | — | — | |
| BPBreid2024.07 | 82.9 | 75.2 | — | — | |
| HGMode=Sup, Backbone=ResNet50-IBN, Supervision=Occluded-Duke2021.04 | 82.8 | 72 | 90.1 | 94.6 | |
| OATMethod design target=Occluded ReID, Transformer structure=false, Source=TIP 242026.05 | 82.6 | 78.2 | — | — | |
| HGMode=Sup, Backbone=ResNet50, Supervision=Occluded-Duke2021.04 | 82.3 | 71.7 | 89.7 | 94.1 | |
| PATBackbone=ResNet-50, Part Prototypes K=142021.06 | 81.6 | 72.1 | — | — | |
| PAT2021.12 | 81.6 | 72.1 | — | — | |
| PAT2021.12 | 81.6 | 72.1 | — | — | |
| PATBackbone=ResNet502021.04 | 81.6 | 72.1 | — | — | |
| PAT2024.01 | 81.6 | 72.1 | — | — | |
| PAT2024.07 | 81.6 | 72.1 | — | — | |
| PAT*Method design target=Occluded ReID, Transformer structure=true, Source=CVPR 212026.05 | 81.6 | 72.1 | — | — | |
| PFDsmall_step_sliding_window=true2021.12 | 81.5 | 83 | — | — | |
| PFD*variant=with extra training data2024.01 | 81.5 | 83 | — | — | |
| PFDMethod design target=Occluded ReID, Transformer structure=false, Source=AAAI 222026.05 | 81.5 | 83 | — | — | |
| ViT Baseline2021.12 | 81.2 | 76.7 | — | — | |
| IGOASReferences=TIP212024.01 | 81.1 | — | 91.6 | — | |
| VGTri2024.07 | 81 | 71 | — | — | |
| PGFL2024.07 | 80.7 | 70.3 | — | — | |
| PGFL-KDBackbone=ResNet-502021.07 | 80.7 | 70.3 | — | — | |
| HOReIDBackbone=ResNet-50, Protocol=Single query2020.03 | 80.3 | 70.2 | — | — | |
| HOREID2021.06 | 80.3 | 70.2 | — | — | |
| HOReID2021.12 | 80.3 | 70.2 | — | — | |
| HOREID2021.12 | 80.3 | 70.2 | — | — | |
| HOREIDBackbone=ResNet50, Supervision=KP2021.04 | 80.3 | 70.2 | — | — | |
| HOREID2024.01 | 80.3 | 70.2 | — | — | |
| HOREID2024.07 | 80.3 | 70.2 | — | — | |
| HOREIDBackbone=ResNet-502021.07 | 80.3 | 70.2 | — | — | |
| HOReIDMethod design target=Holistic ReID, Transformer structure=false, Source=CVPR 202026.05 | 80.3 | 70.2 | — | — | |
| KPR_SOLprompt=false, Pre-training=SOLIDER, Resolution=128x3842024.07 | 80 | 78.5 | — | — | |
| PFD2021.12 | 79.8 | 81.3 | — | — | |
| PFD2024.01 | 79.8 | 81.3 | — | — | |
| HGMode=Unsup, Backbone=ResNet50, Supervision=None2021.04 | 79.4 | 71.1 | 88.5 | 93.7 | |
| SSGR2024.07 | 78.5 | 72.9 | — | — | |
| FPR2020.03 | 78.3 | 68 | — | — | |
| FPR2021.06 | 78.3 | 68 | — | — | |
| FPR2021.12 | 78.3 | 68 | — | — | |
| FRR2021.12 | 78.3 | 68 | — | — | |
| FPRBackbone=ResNet-502021.07 | 78.3 | 68 | — | — | |
| FPRMethod design target=Holistic ReID, Transformer structure=false2026.05 | 78.3 | 68 | — | — | |
| GASM2021.06 | 74.5 | 65.6 | — | — | |
| GASM2021.12 | 74.5 | 65.6 | — | — | |
| TCSDO2020.03 | 73.7 | 77.9 | — | — | |
| Teacher-SReferences=Arxiv182024.01 | 73.7 | — | 92.9 | — | |
| TCSDOBackbone=ResNet-502021.07 | 73.7 | 77.9 | — | — | |
| BaselineBackbone=ResNet-502021.07 | 73.6 | 61.5 | — | — | |
| DSR2020.03 | 72.8 | 62.8 | — | — | |
| DSR2021.06 | 72.8 | 62.8 | — | — | |
| DSR2021.12 | 72.8 | 62.8 | — | — | |
| DSRBackbone=ResNet-502021.07 | 72.8 | 62.8 | — | — | |
| DSRMethod design target=Holistic ReID, Transformer structure=false2026.05 | 72.8 | 62.8 | — | — | |
| PVPM2021.06 | 70.4 | 61.2 | — | — | |
| PVPM2021.12 | 70.4 | 61.2 | — | — | |
| PVPMBackbone=ResNet50, Supervision=PM2021.04 | 70.4 | 61.2 | 84.1 | 89.8 | |
| PVPM2024.01 | 70.4 | 61.2 | — | — | |
| PVPM+AugBackbone=ResNet-502021.07 | 70.4 | 61.2 | — | — | |
| TransReID2021.12 | 70.2 | 67.3 | — | — | |
| AFPBBackbone=ResNet-502021.07 | 68.2 | — | — | — | |
| AFPBReferences=ICME182024.01 | 68.1 | — | 88.3 | — | |
| PVPM2021.12 | 66.8 | 59.5 | — | — | |
| PVPM2024.07 | 66.8 | 59.5 | — | — | |
| PVPMBackbone=ResNet-502021.07 | 66.8 | 59.5 | — | — | |
| PVPMMethod design target=Holistic ReID, Transformer structure=false, Source=CVPR 202026.05 | 66.8 | 59.5 | — | — | |
| PCBReferences=ECCV182024.01 | 66.6 | — | 89.2 | — | |
| REDAReferences=AAAI202024.01 | 65.8 | — | 87.9 | — | |
| MLFNReferences=CVPR182024.01 | 64.7 | — | 87.7 | — | |
| SVDNetReferences=ICCV172024.01 | 63.1 | — | 85.1 | — | |
| PCBBackbone=ResNet50, Supervision=None2021.04 | 59.3 | 53.2 | 75.2 | 83.2 | |
| BoT2024.07 | 58.4 | 52.3 | — | — | |
| PGFABackbone=ResNet50, Supervision=PM2021.04 | 57.1 | 56.2 | 77.9 | 84 | |
| teacher-SBackbone=ResNet, Supervision=Split Test Set2021.04 | 55 | 59.8 | 64.5 | 77.3 | |
| Part BilinearBackbone=GoogLeNet, Supervision=None2021.04 | 54.9 | 50.3 | 70.8 | 77.7 | |
| IDEBackbone=None, Supervision=None2021.04 | 52.6 | 46.4 | 68.7 | 76.6 | |
| MLFNBackbone=Custom, Supervision=None2021.04 | 42.3 | 36 | 60.6 | 68.5 | |
| PCB2020.03 | 41.3 | 38.9 | — | — | |
| PCB2021.06 | 41.3 | 38.9 | — | — | |
| PCB2021.12 | 41.3 | 38.9 | — | — | |
| PCB2021.12 | 41.3 | 38.9 | — | — | |
| PCBBackbone=ResNet-502021.07 | 41.3 | 38.9 | — | — | |
| PCBMethod design target=Holistic ReID, Transformer structure=false2026.05 | 41.3 | 38.9 | — | — |