Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification

Benchmark Model Rank Results
person-re-identification-on-dukemtmc-reidSPGAN+LMP*#83mAP: 26.2Rank-1: 46.4
unsupervised-domain-adaptation-on-duke-toSPGAN#16mAP: 22.8rank-1: 51.5rank-5: 70.1rank-10: 76.8
unsupervised-domain-adaptation-on-market-toSPGAN#16mAP: 22.3rank-1: 41.1rank-5: 56.6rank-10: 63.0
unsupervised-domain-adaptation-on-vehicleidSPGAN#8mAP: 16.4Rank-1: 57.4Rank-5: 70.0Rank-10: 75.6
unsupervised-domain-adaptation-on-vehicleid-2SPGAN#7mAP: 21.6R-1: 55.0R-5: 74.5
unsupervised-domain-adaptation-on-vehicleid-3SPGAN#7mAP: 17.5R-1: 47.4R-5: 66.1
unsupervised-person-re-identification-on-4SPGAN+LMP#20MAP: 26.7Rank-1: 57.7Rank-5: 75.8Rank-10: 82.4
unsupervised-person-re-identification-on-5SPGAN+LMP#11MAP: 26.2Rank-1: 46.4Rank-5: 62.3Rank-10: 68.0