Person Re-identification on Occluded-Duke (test)
84.3Rank-1 AccKPR_SOL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KPR_SOLprompt=true, Pre-training=SOLIDER, Resolution=128x3842024.07 | 84.3 | 75.1 | — | — | |
| VAL-PAT2023.04 | 82.9 | 53.9 | — | — | |
| KPR_SOLprompt=false, Pre-training=SOLIDER, Resolution=128x3842024.07 | 82.5 | 73.3 | — | — | |
| KPR_INprompt=true, Pre-training=ImageNet, Resolution=128x2562024.07 | 79.8 | 67.1 | — | — | |
| DPM++Method design target=Occluded ReID, Transformer structure=false2026.05 | 76.9 | 67.2 | — | — | |
| DROP2024.01 | 76.8 | 63.3 | — | — | |
| KPR_INprompt=false, Pre-training=ImageNet, Resolution=128x2562024.07 | 75.8 | 63.4 | — | — | |
| *BPBREID|HRNetSize=3842024.08 | 75.1 | 62.5 | — | — | |
| BPBreid2024.07 | 75.1 | 62.5 | — | — | |
| DPM-SPTMethod design target=Occluded ReID, Transformer structure=false, Source=AAAI 242026.05 | 74.7 | 63 | — | — | |
| ADPMethod design target=Occluded ReID, Transformer structure=false, Source=AAAI 242026.05 | 74.5 | 63.8 | — | — | |
| BPBreIDImage size=256 x 1282024.01 | 73.9 | 62 | — | — | |
| FCFormerBackbone=ViT2024.01 | 73 | 63.1 | — | — | |
| OATMethod design target=Occluded ReID, Transformer structure=false, Source=TIP 242026.05 | 71.8 | 62.2 | — | — | |
| DPMMethod design target=Occluded ReID, Transformer structure=false, Source=ACM MM 222026.05 | 71.4 | 61.8 | — | — | |
| SOLIDER2024.07 | 71.2 | 61.9 | — | — | |
| BoT Baseline + OursBackbone=ResNet-50, Resolution=256x1282024.05 | 70.6 | 61 | — | — | |
| HCGA2024.01 | 70.2 | 57.5 | — | — | |
| HCGAMethod design target=Occluded ReID, Transformer structure=false, Source=TIP 232026.05 | 70.2 | 57.5 | — | — | |
| SAPBackbone=ViT2024.01 | 70 | 62.2 | — | — | |
| SAPMethod design target=Occluded ReID, Transformer structure=false, Source=AAAI 232026.05 | 70 | 62.2 | — | — | |
| PFDsmall_step_sliding_window=true2021.12 | 69.5 | 61.8 | — | — | |
| *PFDSize=2562024.08 | 69.5 | 61.8 | — | — | |
| PFD2024.07 | 69.5 | 61.8 | — | — | |
| PFDMethod design target=Occluded ReID, Transformer structure=false, Source=AAAI 222026.05 | 69.5 | 61.8 | — | — | |
| SSGR2024.01 | 69 | 57.2 | — | — | |
| SSGR2024.07 | 69 | 57.2 | — | — | |
| CLIP-ReID Baseline + OursBackbone=ResNet-50, Resolution=256x1282024.05 | 68.9 | 61.9 | — | — | |
| CAAOBackbone=ViT2024.01 | 68.5 | 59.5 | — | — | |
| CAAOMethod design target=Occluded ReID, Transformer structure=false, Source=TIP 232026.05 | 68.5 | 59.5 | — | — | |
| MVI2PBackbone=ResNet-50, Resolution=256x1282024.05 | 68.2 | 55.6 | — | — | |
| FEDNPO augmentation=OS12021.12 | 68.1 | 56.4 | — | — | |
| FEDBackbone=ViT2024.01 | 68.1 | 56.4 | — | — | |
| FED2024.07 | 68.1 | 56.4 | — | — | |
| FEDMethod design target=Occluded ReID, Transformer structure=false, Source=CVPR 222026.05 | 68.1 | 56.4 | — | — | |
| FED*NPO augmentation=OS1 and OS22021.12 | 67.9 | 56.3 | — | — | |
| PFD2021.12 | 67.7 | 60.1 | — | — | |
| CLIP-ReIDMethod design target=Occluded ReID, Transformer structure=false, Source=AAAI 232026.05 | 67.1 | 59.5 | — | — | |
| PAFormerSize=2562024.08 | 67 | 59.9 | — | — | |
| AAformerSize=3842024.08 | 67 | 58.2 | — | — | |
| TransReIDSize=3842024.08 | 66.8 | 59.4 | — | — | |
| QPM2024.01 | 66.7 | 53.3 | — | — | |
| BPBreIDBackbone=ResNet-50, Resolution=256x1282024.05 | 66.7 | 54.1 | — | — | |
| MOSBackbone=ResNet50-IBN, Supervision=Occluded-Duke2021.04 | 66.6 | 55.1 | — | — | |
| MoS2024.01 | 66.6 | 55.1 | — | — | |
| TransReIDsmall_step_sliding_window=true2021.12 | 66.4 | 59.2 | — | — | |
| TransReIDBackbone=ViT2024.01 | 66.4 | 59.2 | — | — | |
| TransReIDSize=2562024.08 | 66.4 | 59.2 | — | — | |
| PAFormerSize=3842024.08 | 66.4 | 60.4 | — | — | |
| TRANS2024.07 | 66.4 | 59.2 | — | — | |
| TransReID*Method design target=Occluded ReID, Transformer structure=true, Source=ICCV 212026.05 | 66.4 | 59.2 | — | — | |
| *BPBREIDSize=2562024.08 | 66.1 | 54.1 | — | — | |
| DRL-NetMethod design target=Occluded ReID, Transformer structure=false, Source=TMM 222026.05 | 65.8 | 53.9 | — | — | |
| HGBackbone=ResNet50-IBN, Supervision=Occluded-Duke2021.04 | 65.1 | 54.7 | 79.1 | 81.4 | |
| DRL-NetBackbone=ResNet-50, Resolution=256x1282024.05 | 65 | 50.8 | — | — | |
| PATBackbone=ResNet-50, Part Prototypes K=142021.06 | 64.5 | 53.6 | — | — | |
| PAT2021.12 | 64.5 | 53.6 | — | — | |
| PAT2021.12 | 64.5 | 53.6 | — | — | |
| PATvenue=CVPR'212023.04 | 64.5 | 53.6 | — | — | |
| PATBackbone=ResNet50, Supervision=Occluded-Duke2021.04 | 64.5 | 53.6 | — | — | |
| PATBackbone=ViT2024.01 | 64.5 | 53.6 | — | — | |
| PATSize=2562024.08 | 64.5 | 53.6 | — | — | |
| PAT2024.07 | 64.5 | 53.6 | — | — | |
| PATBackbone=ResNet-50, Resolution=256x1282024.05 | 64.5 | 53.6 | — | — | |
| PAT*Method design target=Occluded ReID, Transformer structure=true, Source=CVPR 212026.05 | 64.5 | 53.6 | — | — | |
| LDS-2(S)Setting=Supervised, Description=Proposed LDS with servant branch for occlusion2021.11 | 64.3 | 55.7 | 77.1 | 82.6 | |
| LDS2024.07 | 64.3 | 55.7 | — | — | |
| TransReID2021.12 | 64.2 | 55.7 | — | — | |
| TransReID2021.12 | 64.2 | 55.7 | — | — | |
| RFCnetMethod design target=Holistic ReID, Transformer structure=false, Source=TPAMI 212026.05 | 63.9 | 54.5 | — | — | |
| DML-2Setting=Supervised, Description=Deep Mutual Learning with two branches2021.11 | 63.6 | 51.9 | 76.4 | 80.5 | |
| PGFL2024.07 | 63 | 54.1 | — | — | |
| PGFL-KDBackbone=ResNet-502021.07 | 63 | 54.1 | — | — | |
| ISPvariant=ours2020.07 | 62.8 | 52.3 | 78.1 | 82.9 | |
| ISP2021.06 | 62.8 | 52.3 | — | — | |
| ISP2021.12 | 62.8 | 52.3 | — | — | |
| ISPvenue=ECCV'202023.04 | 62.8 | 52.3 | — | — | |
| ISP2024.01 | 62.8 | 52.3 | — | — | |
| *ISPSize=2562024.08 | 62.8 | 52.3 | — | — | |
| ISP2024.07 | 62.8 | 52.3 | — | — | |
| ISPBackbone=ResNet-50, Resolution=256x1282024.05 | 62.8 | 52.3 | — | — | |
| ISPBackbone=HRNet-W322021.07 | 62.8 | 52.3 | — | — | |
| ISPMethod design target=Holistic ReID, Transformer structure=false2026.05 | 62.8 | 52.3 | — | — | |
| BaselineSetting=Supervised2021.11 | 62.6 | 50.2 | 75.1 | 80.6 | |
| OAMN2021.12 | 62.6 | 46.1 | — | — | |
| OAMNvenue=ICCV'212023.04 | 62.6 | 46.1 | — | — | |
| OAMN2024.07 | 62.6 | 46.1 | — | — | |
| OAMNMethod design target=Holistic ReID, Transformer structure=false, Source=ICCV 212026.05 | 62.6 | 46.1 | — | — | |
| SGSFA2020.09 | 62.3 | 47.4 | — | — | |
| VGTri2024.07 | 62.2 | 46.3 | — | — | |
| HGBackbone=ResNet50, Supervision=Occluded-Duke2021.04 | 61.4 | 50.5 | 77 | 79.8 | |
| HG2024.07 | 61.4 | 50.5 | — | — | |
| MOS2021.12 | 61 | 49.2 | — | — | |
| MOSBackbone=ResNet50, Supervision=Occluded-Duke2021.04 | 61 | 49.2 | — | — | |
| CLIP-ReID (AAAI'22)Backbone=ResNet-50, Resolution=256x1282024.05 | 61 | 53.5 | — | — | |
| ViT Baseline2021.12 | 60.5 | 53.1 | — | — | |
| IGOAS2024.01 | 60.1 | 49.4 | — | — | |
| MHSA2024.07 | 59.7 | 44.8 | — | — | |
| ResT-ReIDSize=2562024.08 | 59.6 | 51.9 | — | — | |
| ISPextra semantic=none, variant=w/o arm2020.07 | 59.5 | 51.4 | 73.5 | 78 |