Person Re-identification on Duke MTMC-reID (test)
95.6Rank-1CTL-S-R50
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CTL-S-R50Backbone=ResNet-50, Inference Mode=Centroid-based2021.04 | 95.6 | 96.2 | 97.9 | — | 96.1 | |
| SF-MIDAYear=2026, Source-free protocol=true2026.04 | 95.4 | 96.2 | 97.4 | — | 84.8 | |
| st-ReIDMethod Category=Group 7: Spatial-temporal methods, Random Erasing (RE)=true, Re-ranking=true2018.12 | 94.5 | 96.8 | 97.1 | — | 92.7 | |
| SOTARetrieval=Instance-level with spatial/temporal constraints2021.04 | 94.5 | 96.8 | 97.1 | — | 92.7 | |
| st-ReIDMethod Category=Group 7: Spatial-temporal methods, Random Erasing (RE)=true2018.12 | 94.4 | 97.4 | 98.2 | — | 83.9 | |
| st-ReIDMethod Category=Group 7: Spatial-temporal methods2018.12 | 94 | 97 | 97.8 | — | 82.8 | |
| VA-reIDreranking=true2019.12 | 93.85 | 96.5 | — | — | 91.82 | |
| SECRETYear=2022, Source-free protocol=true2026.04 | 93.3 | — | — | — | 83 | |
| LDSRe-ranking=true2021.11 | 92.91 | — | — | — | 91 | |
| DROP2024.01 | 92.8 | — | — | — | 84.3 | |
| PAFormerSize=3842024.08 | 92.5 | — | — | — | 84.2 | |
| *BPBREID|HRNetSize=3842024.08 | 92.4 | — | — | — | 84.2 | |
| PAFormerSize=2562024.08 | 92.1 | — | — | — | 83.3 | |
| BPBreID*2024.01 | 91.7 | — | — | — | 83.5 | |
| VA-reID2019.12 | 91.61 | 96.23 | — | — | 84.51 | |
| PLR OSNetBackbone=OSNet2021.02 | 91.6 | — | — | — | 81.2 | |
| TiF learner w/o cBackbone=OpenCLIP, # Shots=162024.03 | 91.6 | — | — | — | — | |
| LDSRe-ranking=false2021.11 | 91.56 | — | — | — | 82.5 | |
| VAL-PAT2023.04 | 91.5 | — | — | — | 83 | |
| MPN2024.01 | 91.5 | — | — | — | 82 | |
| CLIP-ReID Baseline + OursBackbone=ResNet-50, Resolution=256x1282024.05 | 91.3 | — | — | — | 85 | |
| Deep MinerBackbone=Resnet 502021.02 | 91.2 | — | — | — | 81.8 | |
| PFDsmall step sliding-window=true2021.12 | 91.2 | — | — | — | 83.2 | |
| *PFDSize=2562024.08 | 91.2 | — | — | — | 83.2 | |
| SSGR2024.01 | 91.1 | — | — | — | 81.3 | |
| SCSNCategory=Attention2020.09 | 91 | — | — | — | 79 | |
| SCSNBackbone=Resnet 502021.02 | 91 | — | — | — | 79 | |
| OH-formerSize=3682024.08 | 91 | — | — | — | 82.8 | |
| Top-DB-Netre-ranking=true2020.10 | 90.9 | — | — | — | 88.6 | |
| CACE-NetCategory=CACE-Net2020.09 | 90.89 | — | — | — | 81.29 | |
| TransReIDsmall step sliding-window=true2021.12 | 90.7 | — | — | — | 82 | |
| TransReIDSize=2562024.08 | 90.7 | — | — | — | 82 | |
| TransReIDSize=3842024.08 | 90.7 | — | — | — | 82.6 | |
| PFD2021.12 | 90.6 | — | — | — | 82.2 | |
| MoS2024.01 | 90.6 | — | — | — | 80.2 | |
| ABDNet+NFormerSize=2562024.08 | 90.6 | — | — | — | 85.7 | |
| AdaSPReference=CVPR232024.10 | 90.6 | — | — | — | 81.5 | |
| LTReIDReference=TMM222024.10 | 90.5 | — | — | — | 80.4 | |
| TransReIDBackbone=ViT2024.01 | 90.4 | — | — | — | 81.8 | |
| HATSize=2562024.08 | 90.4 | — | — | — | 81.4 | |
| OursType=Global feature, Nf=1, k-reciprocal re-ranking=true2019.03 | 90.3 | — | — | — | 89.1 | |
| BoTre-ranking=true2020.10 | 90.3 | — | — | — | 89.1 | |
| PyrNetre-ranking=true2020.10 | 90.3 | — | — | — | 87.7 | |
| BoT Baseline + OursBackbone=ResNet-50, Resolution=256x1282024.05 | 90.3 | — | — | — | 83.1 | |
| DSFLPublication=ACM MM20, Re-ranking=false2021.11 | 90.2 | — | — | — | 81.1 | |
| SBSbackbone=ResNet-101, distance re-weighting=true2021.03 | 90.2 | — | — | — | 79.1 | |
| SCSN (3 stage)Publication=CVPR20, Re-ranking=false2021.11 | 90.1 | — | — | — | 79 | |
| AAformerSize=3842024.08 | 90.1 | — | — | — | 80 | |
| IS-GANf-dim=2,0482019.10 | 90 | — | — | — | 79.5 | |
| Baseline† + CALBackbone=ResNet-50, Status=Strong Baseline2021.08 | 90 | 96.1 | — | — | 80.5 | |
| HCGA2024.01 | 90 | — | — | — | 80.7 | |
| ResT-ReIDSize=2562024.08 | 90 | — | — | — | 80.6 | |
| CLIP-ReIDReference=AAAI232024.10 | 90 | — | — | — | 80.7 | |
| CLIP-ReID (AAAI'22)Backbone=ResNet-50, Resolution=256x1282024.05 | 90 | — | — | — | 84.7 | |
| MGN+CFFSBackbone=ResNet-50, Resolution=256x1282024.05 | 89.9 | — | — | — | 79.9 | |
| HHCLLearning Setting=Supervised, Ground Truth=w/ GT2021.09 | 89.8 | 95.2 | 96.7 | — | 80 | |
| CAAOBackbone=ViT2024.01 | 89.8 | — | — | — | 80.9 | |
| Ours-FF-dim.=3,8402019.11 | 89.7 | — | — | — | 78.6 | |
| RelationNetCategory=Part-based2020.09 | 89.7 | — | — | — | 78.6 | |
| RRIDPublication=AAAI20, Re-ranking=false2021.11 | 89.7 | — | — | — | 78.6 | |
| FCFormerBackbone=ViT2024.01 | 89.7 | — | — | — | 78.8 | |
| ISPVenue=ECCV202020.07 | 89.6 | 95.5 | — | — | 80 | |
| TransReID2021.12 | 89.6 | — | — | — | 80.6 | |
| ISPPublication=ECCV20, Re-ranking=false2021.11 | 89.6 | — | — | — | 80 | |
| TransReIDProtocol=single query setting2021.12 | 89.6 | — | — | — | 80.6 | |
| ISPvenue=ECCV'202023.04 | 89.6 | — | — | — | 80 | |
| ISP2024.01 | 89.6 | — | — | — | 80 | |
| *ISPSize=2562024.08 | 89.6 | — | — | — | 80 | |
| *BPBREIDSize=2562024.08 | 89.6 | — | — | — | 78.3 | |
| ReMixReference=Ours, Single-camera data usage=true2024.10 | 89.6 | — | — | — | 79.8 | |
| FastReIDBackbone=ResNet-50, Resolution=256x1282024.05 | 89.6 | — | — | — | 79.8 | |
| BPBreIDBackbone=ResNet-50, Resolution=256x1282024.05 | 89.6 | — | — | — | 78.3 | |
| HBFP-NetPublication=ACM MM20, Re-ranking=false2021.11 | 89.5 | — | — | — | 80.2 | |
| FEDProtocol=single query setting2021.12 | 89.4 | — | — | — | 78 | |
| FEDBackbone=ViT2024.01 | 89.4 | — | — | — | 78 | |
| NFormer2024.01 | 89.4 | — | — | — | 83.5 | |
| FlipReIDReference=EUVIP212024.10 | 89.4 | — | — | — | 79.8 | |
| NformerReference=CVPR222024.10 | 89.4 | — | — | — | 83.5 | |
| SONA2+3-NetµPublication=ICCV19, Re-ranking=false2021.11 | 89.38 | — | — | — | 78.23 | |
| PTL + MGNPublication=IJCAI19, Re-ranking=false2021.11 | 89.36 | — | — | — | 79.16 | |
| Ours-SF-dim.=1,7922019.11 | 89.3 | — | — | — | 77.1 | |
| SBSbackbone=ResNet-101, distance re-weighting=false2021.03 | 89.3 | — | — | — | 78.4 | |
| SONAre-ranking=false2020.10 | 89.2 | — | — | — | 78 | |
| MHN-6backbone=PCB, number of HOA modules=62019.08 | 89.1 | 94.6 | 96.2 | — | 77.2 | |
| MHN-6Architecture=attention based, Venue=ICCV192020.07 | 89.1 | 94.6 | — | — | 77.2 | |
| MHNre-ranking=false2020.10 | 89.1 | — | — | — | 77.2 | |
| MHNBackbone=Resnet 502021.02 | 89.1 | — | — | — | 77.2 | |
| MHN-62021.06 | 89.1 | — | — | — | 77.2 | |
| MHN2021.08 | 89.1 | 94.6 | — | — | 77.2 | |
| MHN-6 (PCB)Publication=ICCV19, Re-ranking=false2021.11 | 89.1 | — | — | — | 77.2 | |
| MHN-62024.01 | 89.1 | — | — | — | 77.2 | |
| SBSbackbone=ResNet-50, distance re-weighting=true2021.03 | 89.1 | — | — | — | 75.6 | |
| Pyramid-ours2018.10 | 89 | 94.7 | 96.3 | — | 79 | |
| PyramidType=Stripe-based, Nf=212019.03 | 89 | — | — | — | 79 | |
| ABD-Net2019.08 | 89 | — | — | — | 78.59 | |
| ABD-NetCategory=attention based2019.12 | 89 | — | — | — | 78.59 | |
| PyramidCategory=metric learning2019.12 | 89 | — | — | — | 79 | |
| PyramidType=Stripe-based, Nf=212019.06 | 89 | — | — | — | 79 | |
| ABDnetre-ranking=false2020.10 | 89 | — | — | — | 78.5 | |
| Pyramidre-ranking=false2020.10 | 89 | — | — | — | 79 |