Person Re-Identification on Market-1501 DukeMTMC-reID
94.1Top-1 AccSupervised learning (BOT)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Supervised learning (BOT)Evaluation Protocol=Supervised Learning Upper Bound2021.03 | 94.1 | 85.7 | — | — | |
| Our GLTEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 92.2 | 79.5 | 96.5 | 97.8 | |
| MEB-NetEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 89.9 | 76 | 96 | 97.5 | |
| B-SNR+GDS-HEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 89.3 | 72.5 | — | — | |
| NRMTEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 87.8 | 71.7 | 94.6 | 96.5 | |
| MMTEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 87.7 | 71.2 | 94.9 | 96.9 | |
| AD-ClusterEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 86.7 | 68.3 | 94.4 | 96.5 | |
| MPLP+MMCLEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 84.4 | 60.4 | 92.8 | 95 | |
| ACTEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 80.5 | 60.6 | — | — | |
| SSGEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 80 | 58.3 | 90 | 92.4 | |
| PCB-PASTEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 78.4 | 54.6 | — | — | |
| PDA-NetEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 75.2 | 47.6 | 86.3 | 90.2 | |
| ECNEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 75.1 | 43 | 87.6 | 91.6 | |
| DAAMEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 71.3 | 48.8 | 82.4 | 86.3 | |
| BUCEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 66.2 | 38.3 | 79.6 | 84.5 | |
| Source PretrainEvaluation Protocol=Source Pretrained Baseline2021.03 | 65.3 | 33.9 | 79.2 | 84 | |
| CFSMEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 61.2 | 28.3 | — | — | |
| UCDAEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 60.4 | 30.9 | — | — | |
| TJ-AIDLEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 58.2 | 26.5 | 74.8 | 81.1 | |
| SPGAN+LMPEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 57.7 | 26.7 | 75.8 | 82.4 | |
| ATNetEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 55.7 | 25.6 | 73.2 | 79.4 | |
| SPGANEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 51.5 | 22.8 | 70.1 | 76.8 | |
| PULEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 45.5 | 20.5 | 60.7 | 66.7 | |
| PTGANEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 38.6 | — | — | 66.1 | |
| UMDLEvaluation Protocol=Unsupervised Domain Adaptation2021.03 | 34.5 | 12.4 | 52.6 | 59.6 |