In Defense of the Triplet Loss for Person Re-Identification

Benchmark Model Rank Results
person-re-identification-on-cuhk03TriNet#14Rank-1: 89.63Rank-5: 99.01
person-re-identification-on-dukemtmc-reidTriNet#71mAP: 53.50Rank-1: 72.44
person-re-identification-on-market-1501TriNet (RK)#88Rank-1: 86.67mAP: 81.07Rank-5: 93.38
person-re-identification-on-market-1501TriNet#91Rank-1: 84.92mAP: 69.14Rank-5: 94.21
person-re-identification-on-market-1501LuNet (RK)#92Rank-1: 84.59mAP: 75.62Rank-5: 91.89
person-re-identification-on-market-1501LuNet#94Rank-1: 81.38mAP: 60.71Rank-5: 92.34
person-re-identification-on-marsTriNet (RK)#12mAP: 77.43Rank-1: 81.21Rank-5: 90.76
person-re-identification-on-marsLuNet (RK)#13mAP: 73.68Rank-1: 78.48Rank-5: 88.74
person-re-identification-on-marsTriNet#16mAP: 67.70Rank-1: 79.80Rank-5: 91.36
person-re-identification-on-marsLuNet#17mAP: 60.48Rank-1: 75.56Rank-5: 89.70