Video Person Re-identification on MARS
93.2Rank-1 AccAG-VPReID-Net
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AG-VPReID-Net2025.03 | 93.2 | — | 91.5 | — | — | — | |
| DCCT2025.03 | 92.3 | — | 87.5 | — | — | — | |
| CLIP-ReID2025.03 | 91.7 | — | 88.1 | — | — | — | |
| LSTRL2025.03 | 91.6 | — | 86.8 | — | — | — | |
| PSTA2025.03 | 91.5 | — | 85.8 | — | — | — | |
| CTLVenue=CVPR20212022.02 | 91.4 | 96.8 | 86.7 | — | — | — | |
| CTL2025.03 | 91.4 | — | 86.7 | — | — | — | |
| TMT2025.03 | 91.2 | — | 85.8 | — | — | — | |
| Ours2021.03 | 91 | 96.7 | 84.8 | — | 98.4 | — | |
| GRLVenue=CVPR20212022.02 | 91 | 96.7 | 84.8 | — | — | — | |
| GRL2025.03 | 91 | — | 84.8 | — | — | — | |
| SINet2025.03 | 91 | — | 86.2 | — | — | — | |
| DIL2025.03 | 90.8 | — | 87 | — | — | — | |
| CAVIT2025.03 | 90.8 | — | 87.2 | — | — | — | |
| DenseILBackbone=Res502021.03 | 90.8 | 97.1 | 87 | — | 98.8 | — | |
| AP3DVenue=ECCV20202022.02 | 90.7 | — | 85.6 | — | — | — | |
| STMN2025.03 | 90.5 | — | 84.5 | — | — | — | |
| STMNEvaluation Strategy=All frames2021.08 | 90.5 | — | 84.5 | — | — | — | |
| ASTA-NetVenue=ACM MM20202022.02 | 90.4 | 97 | 84.1 | — | — | — | |
| MFA2025.03 | 90.4 | — | 85 | — | — | — | |
| PiTVenue=Proposed2022.02 | 90.22 | 97.23 | 86.8 | — | — | 98.04 | |
| AFASource=ECCV202021.03 | 90.2 | 96.6 | 82.9 | — | — | — | |
| CSTNetVenue=IJCAI20202022.02 | 90.2 | 96.8 | 83.9 | — | — | — | |
| AFAVenue=ECCV20202022.02 | 90.2 | 96.6 | 82.9 | — | — | — | |
| BiCnet-TKSVenue=CVPR20212022.02 | 90.2 | — | 86 | — | — | — | |
| BiCnet-TKS2025.03 | 90.2 | — | 86 | — | — | — | |
| AFAProc.=ECCV20, Backbone=Res502021.03 | 90.2 | 96.6 | 82.9 | — | — | — | |
| SSN3DVenue=AAAI20212022.02 | 90.1 | 96.6 | 86.2 | — | — | 98 | |
| AP3DProc.=ECCV20, Backbone=AP3D2021.03 | 90.1 | — | 85.1 | — | — | — | |
| MGHVenue=CVPR20202022.02 | 90 | 96.7 | 85.8 | — | — | — | |
| MGH2025.03 | 90 | — | 85.8 | — | — | — | |
| MGHProc.=CVPR20, Backbone=Res50-NL2021.03 | 90 | 96.7 | 85.8 | — | 98.5 | — | |
| STGCNProc.=CVPR20, Backbone=Res502021.03 | 90 | 96.4 | 83.7 | — | 98.3 | — | |
| STGCNVenue=CVPR20202022.02 | 89.95 | 96.41 | 83.7 | — | — | — | |
| STGCNSource=CVPR202021.03 | 89.9 | — | 83.7 | — | — | — | |
| STMNEvaluation Strategy=RRS2021.08 | 89.9 | — | 83.7 | — | — | — | |
| TCLNetSource=ECCV202021.03 | 89.8 | — | 85.1 | — | — | — | |
| TCLNet-tri*Venue=ECCV20202022.02 | 89.8 | — | 85.1 | — | — | — | |
| TCLNet2025.03 | 89.8 | — | 85.1 | — | — | — | |
| TCLNetProc.=ECCV20, Backbone=Res50-TCL2021.03 | 89.8 | — | 85.1 | — | — | — | |
| RGSATRVenue=AAAI20202022.02 | 89.4 | 96.9 | 84 | — | — | — | |
| MGHEvaluation Strategy=All frames2021.08 | 89.4 | — | 85.3 | — | — | — | |
| MGHEvaluation Strategy=RRS2021.08 | 89.2 | — | 83.4 | — | — | — | |
| TCLNetEvaluation Strategy=All frames2021.08 | 89.1 | — | 83.4 | — | — | — | |
| STE-NVANProc.=BMVC19, Backbone=Res50-NL2021.03 | 88.9 | — | 81.2 | — | — | — | |
| STE-NVANEvaluation Strategy=RRS2021.08 | 88.9 | — | 81.2 | — | — | — | |
| MGRASource=CVPR202021.03 | 88.8 | 97 | 85.9 | — | 98.5 | — | |
| MG-RAFAVenue=CVPR20202022.02 | 88.8 | 97 | 85.9 | — | — | — | |
| MG-RAFAProc.=CVPR20, Backbone=Res502021.03 | 88.8 | 97 | 85.9 | — | 98.5 | — | |
| STT2025.03 | 88.7 | — | 86.3 | — | — | — | |
| VRSTCVenue=CVPR192020.01 | 88.5 | 96.5 | 82.3 | — | — | — | |
| VRSTCSource=CVPR192021.03 | 88.5 | 96.5 | 82.3 | — | 97.4 | — | |
| VRSTCVenue=CVPR20202022.02 | 88.5 | 96.5 | 82.3 | — | — | 97.4 | |
| VRSTCProc.=CVPR19, Backbone=Res502021.03 | 88.5 | 96.5 | 82.3 | — | — | — | |
| TCLNetEvaluation Strategy=RRS2021.08 | 88.5 | — | 80.9 | — | — | — | |
| AGW+2020.01 | 87.6 | 95.8 | 83 | 63.9 | — | — | |
| AGW+Venue=TPAMI20202022.02 | 87.6 | — | 83 | — | — | — | |
| FGRAVenue=AAAI20202022.02 | 87.3 | 96 | 81.2 | — | — | — | |
| RTFVenue=AAAI20202022.02 | 87.1 | — | 85.2 | — | — | — | |
| GLTRVenue=ICCV20192022.02 | 87.02 | 95.76 | 78.47 | — | — | — | |
| ADFDVenue=CVPR192020.01 | 87 | 95.4 | 78.2 | — | — | — | |
| GLTRVenue=ICCV192020.01 | 87 | 95.7 | 78.4 | — | — | — | |
| AGW2020.01 | 87 | 95.7 | 82.2 | 62.8 | — | — | |
| AttributeSource=CVPR192021.03 | 87 | 95.4 | 78.2 | — | 98.7 | — | |
| GLTRSource=ICCV192021.03 | 87 | 95.8 | 78.5 | — | 98.2 | — | |
| ADFDVenue=CVPR20192022.02 | 87 | 95.4 | 78.2 | — | — | — | |
| GLTR2025.03 | 87 | — | 78.5 | — | — | — | |
| ADFDProc.=CVPR19, Backbone=Res502021.03 | 87 | 95.4 | 78.2 | — | 98.7 | — | |
| GLTRProc.=ICCV19, Backbone=Res502021.03 | 87 | 95.8 | 78.5 | — | 98.2 | — | |
| GLTREvaluation Strategy=All frames2021.08 | 87 | — | 78.5 | — | — | — | |
| AMEMVenue=AAAI20202022.02 | 86.7 | 94 | 79.3 | — | — | — | |
| SnippetVenue=CVPR182020.01 | 86.3 | 94.7 | 76.1 | — | — | — | |
| STAVenue=AAAI182020.01 | 86.3 | 95.7 | 80.8 | — | — | — | |
| SnippetSource=CVPR182021.03 | 86.3 | 94.7 | 76.1 | — | 98.2 | — | |
| STASource=AAAI192021.03 | 86.3 | 95.7 | 80.8 | — | 98.1 | — | |
| SnippetProc.=CVPR18, Backbone=Res502021.03 | 86.3 | 94.7 | 76.1 | — | 98.2 | — | |
| STAProc.=AAAI19, Backbone=Res502021.03 | 86.3 | 95.7 | 80.8 | — | — | — | |
| CSAEvaluation Strategy=RRS2021.08 | 86.3 | — | 76.1 | — | — | — | |
| STAEvaluation Strategy=All frames2021.08 | 86.3 | — | 80.8 | — | — | — | |
| BagTricksVenue=CVPR19W2020.01 | 85.8 | 95.2 | 81.6 | 62 | — | — | |
| CoSegVenue=ICCV192020.01 | 84.9 | 95.5 | 79.9 | 57.8 | — | — | |
| COSAMSource=ICCV192021.03 | 84.9 | 95.5 | 79.9 | — | 97.9 | — | |
| COSAMVenue=ICCV20192022.02 | 84.9 | 95.5 | 79.9 | — | — | — | |
| COSAMProc.=ICCV19, Backbone=SE-Res502021.03 | 84.9 | 95.5 | 79.9 | — | 97.9 | — | |
| Part-AlignedEvaluation Strategy=All frames2021.08 | 84.7 | — | 75.9 | — | — | — | |
| STMPSource=AAAI192021.03 | 84.4 | 93.2 | 72.7 | — | 96.3 | — | |
| STMP2025.03 | 84.4 | — | 72.7 | — | — | — | |
| M3D2025.03 | 84.4 | — | 74.1 | — | — | — | |
| STMPEvaluation Strategy=All frames2021.08 | 84.4 | — | 72.7 | — | — | — | |
| M3DEvaluation Strategy=All frames2021.08 | 84.4 | — | 74.1 | — | — | — | |
| M3DSource=AAAI192021.03 | 84.3 | 93.8 | 74 | — | 97.7 | — | |
| COSAMEvaluation Strategy=All frames2021.08 | 83.7 | — | 77.2 | — | — | — | |
| IMAEBackbone=GoogLeNet V22019.03 | 83.5 | — | 70.9 | — | — | — | |
| DRSAVenue=CVPR182020.01 | 82.3 | — | 65.8 | — | — | — | |
| STANSource=CVPR182021.03 | 82.3 | — | 65.8 | — | — | — | |
| STANProc.=CVPR18, Backbone=Res502021.03 | 82.3 | — | 65.8 | — | — | — | |
| DRSAEvaluation Strategy=RRS2021.08 | 82.3 | — | 65.8 | — | — | — | |
| ETAPVenue=CVPR182020.01 | 80.7 | 92 | 67.3 | — | — | — | |
| CCEBackbone=GoogLeNet V22019.03 | 73.8 | — | 58.1 | — | — | — | |
| QANEvaluation Strategy=RRS2021.08 | 73.7 | — | 51.7 | — | — | — |