Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems

Benchmark Model Rank Results
person-re-identification-on-dukemtmc-reidRPTM#12mAP: 89.2Rank-1: 93.5Rank-5: 96.1
vehicle-re-identification-on-vehicleid-largeRPTM#4Rank-1: 92.9Rank-5: 96.3mAP: 80.5
vehicle-re-identification-on-vehicleid-mediumRPTM#5Rank-1: 93.3Rank-5: 96.5mAP: 81.2
vehicle-re-identification-on-vehicleid-smallRPTM#4Rank-1: 95.5Rank-5: 97.4mAP: 84.8
vehicle-re-identification-on-veri-776RPTM#2mAP: 88.0Rank-1: 97.3Rank1: 97.3Rank5: 98.4