Self-Supervised Pre-Training for Transformer-Based Person Re-Identification

Benchmark Model Rank Results
person-re-identification-on-market-1501TransReID-SSL (ViT-B w/o RK)#10Rank-1: 96.7mAP: 93.2
person-re-identification-on-msmt17TransReID-SSL (ViT-B without RK)#9mAP: 75.0Rank-1: 89.5
person-re-identification-on-msmt17TransReID-SSL (without RK)#38Rank-1: 89.6
unsupervised-person-re-identification-on-12TransReID-SSL (ViTi-S)#6Rank-1: 75mAP: 50.6
unsupervised-person-re-identification-on-12TransReID-SSL (ViT-S)#9Rank-1: 66.4mAP: 40.9
unsupervised-person-re-identification-on-4TransReID-SSL (ViTi-S)#1MAP: 89.6Rank-1: 95.3
unsupervised-person-re-identification-on-4TransReID-SSL (ViT-S)#4MAP: 88.2Rank-1: 94.2
unsupervised-person-re-identification-on-4TransReID-SSL (ViT-S w/o RK)#22Rank-1: 95.3