Person Re-identification on Occluded-reID
94.9R-1DPL-ReID
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DPL-ReIDBackbone=ViT2026.05 | 94.9 | 91.3 | — | |
| SAGA-ReID (Ours)Backbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 94.5 | 92 | — | |
| SCINGBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 93.8 | 90.9 | — | |
| PRO-FDBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 92.3 | 90.3 | — | |
| CLIP-ReIDBackbone=ViT2026.05 | 91.8 | 88.7 | — | |
| KPRIN+oursbase_method=KPRIN, plus_ours=true2025.03 | 91 | 89.34 | — | |
| KPR + Pose2IDVenue=ECCV24, Backbone=ViT2025.03 | 91 | 89.34 | 14.34 | |
| CityGuard2026.02 | 90.2 | 86.5 | — | |
| AG-ReIDBackbone=ViT2026.05 | 90.1 | 87.6 | — | |
| SAGA+CLIMB (Ours)Backbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 89.9 | 88.4 | — | |
| BPBReID + Pose2IDVenue=WACV23, Backbone=ViT2025.03 | 89.1 | 86.05 | 15.04 | |
| THCB-NetPre-training=LUPerson2026.02 | 88.9 | 84.8 | — | |
| THCB-Net‡Backbone=ViT, Pre-training=LUPerson2026.05 | 88.9 | 84.8 | — | |
| CLIMB-ReIDBackbone=ViT-B/16, Modality=Video-based, Supervision=No External Supervision2026.04 | 87.9 | 85.9 | — | |
| HPNetTraining scheme=Arbitrary/Heavier2022.11 | 87.3 | 77.4 | — | |
| THCB-NetPre-training=ImageNet2026.02 | 87.3 | 84.5 | — | |
| SapiensIDTraining Data=WebBody4M2025.04 | 87.3 | 75.57 | — | |
| SapiensIDTraining Data=WebBody4M2025.04 | 87.3 | 75.57 | — | |
| THCB-Net*Backbone=ViT, Pre-training=ImageNet2026.05 | 87.3 | 84.5 | — | |
| CAAO2026.02 | 87.1 | 83.4 | — | |
| FODN2026.02 | 87.1 | 80.8 | — | |
| RGANet2026.02 | 86.4 | 80 | — | |
| RGANetBackbone=ViT2026.05 | 86.4 | 80 | — | |
| FEDTraining scheme=Arbitrary/Heavier2022.11 | 86.3 | 79.3 | — | |
| FEDArchitecture Type=Transformer2024.10 | 86.3 | 79.3 | — | |
| FED2025.03 | 86.3 | 79.3 | — | |
| FED2024.07 | 86.3 | 79.3 | — | |
| FED2026.02 | 86.3 | 79.3 | — | |
| Swin-BPre-training=ImageNet2026.02 | 86.3 | 83.2 | — | |
| FEDBackbone=ViT2026.05 | 86.3 | 79.3 | — | |
| DPM2026.02 | 85.5 | 79.7 | — | |
| KPRIN2025.03 | 85.4 | 79.1 | — | |
| KPRVenue=ECCV24, Backbone=ViT2025.03 | 85.4 | 79.05 | 31.24 | |
| KPR_INPrompt usage=true, Backbone=IN2024.07 | 85.4 | 79.1 | — | |
| FBABackbone=ViT2026.05 | 85.4 | 84 | — | |
| Swin-BPre-training=LUPerson2026.02 | 85 | 82 | — | |
| DOAN2026.02 | 84.9 | 78.8 | — | |
| FCFormerBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 84.9 | 86.2 | — | |
| FCFormerBackbone=ViT2026.05 | 84.9 | 86.2 | — | |
| KPRSOL2025.03 | 84.83 | 82.6 | — | |
| KPR_SOLPrompt usage=true, Backbone=SOLIDER2024.07 | 84.8 | 82.6 | — | |
| KPR + SOLDIERTraining Data=LUPerson4M + OccludedReID2025.04 | 84.8 | 82.6 | — | |
| KPR + SOLDIERTraining Data=LU4M + OccludedReID2025.04 | 84.8 | 82.6 | — | |
| DDRNArchitecture Type=Transformer2024.10 | 84.7 | 80.7 | — | |
| PADEBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 83.7 | 79.9 | — | |
| KPR_INPrompt usage=false, Backbone=IN2024.07 | 83.3 | 78.2 | — | |
| PFD2025.03 | 83 | 81.5 | — | |
| BPBreID2024.07 | 83 | 81.5 | — | |
| SAP2026.02 | 83 | 76.8 | — | |
| BPBreIDBackbone=HRNet-W32, Training scheme=Arbitrary/Heavier2022.11 | 82.9 | 75.2 | — | |
| BPBreid2025.03 | 82.9 | 75.2 | — | |
| PFD2024.07 | 82.9 | 75.2 | — | |
| DPMArchitecture Type=Transformer2024.10 | 82.7 | 76.6 | — | |
| QPM2026.02 | 81.7 | — | — | |
| PATTraining scheme=Arbitrary/Heavier2022.11 | 81.6 | 72.1 | — | |
| PATArchitecture Type=Transformer2024.10 | 81.6 | 72.1 | — | |
| PAT2025.03 | 81.6 | 72.1 | — | |
| PAT2024.07 | 81.6 | 72.1 | — | |
| PAT2026.02 | 81.6 | 72.1 | — | |
| PATBackbone=ViT2026.05 | 81.6 | 72.1 | — | |
| PFDTraining scheme=Arbitrary/Heavier2022.11 | 81.5 | 83 | — | |
| PFD2026.02 | 81.5 | 83 | — | |
| Vit BaselineArchitecture Type=Transformer2024.10 | 81.2 | 76.7 | — | |
| VGTriBackbone=ResNet-50, Training scheme=BoT-based2022.11 | 81 | 71 | — | |
| VGTri2025.03 | 81 | 71 | — | |
| VGTri2024.07 | 81 | 71 | — | |
| PGFLTraining scheme=Arbitrary/Heavier2022.11 | 80.7 | 70.3 | — | |
| FRTArchitecture Type=Transformer2024.10 | 80.4 | 71 | — | |
| FRT2026.02 | 80.4 | 71 | — | |
| HOREIDTraining scheme=Arbitrary/Heavier2022.11 | 80.3 | 70.2 | — | |
| HOREIDArchitecture Type=CNN2024.10 | 80.3 | 70.2 | — | |
| HOREID2025.03 | 80.3 | 70.2 | — | |
| HOREID2024.07 | 80.3 | 70.2 | — | |
| HOReID2026.02 | 80.3 | 70.2 | — | |
| HOReIDBackbone=CNN2026.05 | 80.3 | 70.2 | — | |
| KPR_SOLPrompt usage=false, Backbone=SOLIDER2024.07 | 80 | 78.5 | — | |
| SSGRTraining scheme=Arbitrary/Heavier2022.11 | 78.5 | 72.9 | — | |
| SSGRArchitecture Type=CNN2024.10 | 78.5 | 72.9 | — | |
| SSGR2025.03 | 78.5 | 72.9 | — | |
| SSGR2024.07 | 78.5 | 72.9 | — | |
| FRRArchitecture Type=CNN2024.10 | 78.3 | 68 | — | |
| BPBReIDVenue=WACV23, Backbone=ViT2025.03 | 77.2 | 70.41 | 37.7 | |
| BPBreIDBackbone=ResNet-50-ibn, Training scheme=Arbitrary/Heavier2022.11 | 77 | 70.9 | — | |
| BPBreIDArchitecture Type=CNN2024.10 | 77 | 70.9 | — | |
| BPBreIDBackbone=ResNet-50, Training scheme=BoT-based2022.11 | 76.9 | 68.6 | — | |
| DSRArchitecture Type=CNN2024.10 | 72.8 | 62.8 | — | |
| DSR2026.02 | 72.8 | 62.8 | — | |
| RTGAT2026.02 | 71.8 | 51 | — | |
| DPL-ReIDBackbone=CNN2026.05 | 70.8 | 62.4 | — | |
| PVPMArchitecture Type=CNN2024.10 | 70.4 | 61.2 | — | |
| PVPMBackbone=CNN2026.05 | 70.4 | 61.2 | — | |
| TransReIDArchitecture Type=Transformer2024.10 | 70.2 | 67.3 | — | |
| TransReIDBackbone=ViT2026.05 | 70.2 | 67.3 | — | |
| PVPMTraining scheme=Arbitrary/Heavier2022.11 | 66.8 | 59.5 | — | |
| PVPM2025.03 | 66.8 | 59.5 | — | |
| PVPM2024.07 | 66.8 | 59.5 | — | |
| PCB2026.02 | 66.3 | 63.8 | — | |
| CLIP-ReIDBackbone=CNN2026.05 | 58.6 | 52.9 | — | |
| BoTBackbone=ResNet-50, Training scheme=BoT-based2022.11 | 58.4 | 52.3 | — | |
| BoT2025.03 | 58.4 | 52.3 | — |