Rethinking the Distribution Gap of Person Re-identification with Camera-based Batch Normalization

Benchmark Model Rank Results
person-re-identification-on-dukemtmc-reidCBN+BoT*#59mAP: 70.1Rank-1: 84.8Rank-5: 92.5Rank-10: 95.2
person-re-identification-on-dukemtmc-reidCBN#62mAP: 67.3Rank-1: 82.5Rank-5: 91.7Rank-10: 94.1
person-re-identification-on-market-1501CBN+BoT*#71Rank-1: 94.3mAP: 83.6Rank-5: 97.9
person-re-identification-on-market-1501CBN#80Rank-1: 91.3mAP: 77.3Rank-5: 97.1
person-re-identification-on-msmt17CBN#34mAP: 42.9Rank-1: 72.8
unsupervised-domain-adaptation-on-duke-toCBN+ECN#13mAP: 52rank-1: 81.7rank-5: 91.9rank-10: 94.7
unsupervised-domain-adaptation-on-market-toCBN+ECN#13mAP: 44.9rank-1: 68rank-5: 80rank-10: 83.9