Unsupervised Pre-training for Person Re-identification

Benchmark Model Rank Results
person-re-identification-on-cuhk03Unsupervised Pre-training (ResNet50+BDB)#6MAP: 79.6Rank-1: 81.9
person-re-identification-on-dukemtmc-reidUnsupervised Pre-training (ResNet101+RK)#3mAP: 92.77Rank-1: 93.99
person-re-identification-on-dukemtmc-reidUnsupervised Pre-training (ResNet101+MGN)#24mAP: 84.1Rank-1: 91.9
person-re-identification-on-market-1501Unsupervised Pre-training (ResNet101+MGN)#4Rank-1: 97mAP: 92
person-re-identification-on-market-1501Unsupervised Pre-training (ResNet101+RK)#102mAP: 96.21
person-re-identification-on-market-1501-cLUPerson#22Rank-1: 32.22mAP: 10.37mINP: 0.29
person-re-identification-on-msmt17Unsupervised Pre-training (ResNet101+MGN)#14mAP: 68.8Rank-1: 86.6