Parameter-Efficient Person Re-identification in the 3D Space

Benchmark Model Rank Results
3d-point-cloud-classification-on-modelnet40OG-Net-Small#63Overall Accuracy: 93.3Mean Accuracy: 90.5Number of params: 1.22M
person-re-identification-on-dukemtmc-reidOGNet#68mAP: 57.89Rank-1: 76.66
person-re-identification-on-market-1501OGNet#87Rank-1: 87.74mAP: 69.52
person-re-identification-on-msmt17OGNet#36mAP: 23.01Rank-1: 47.71
unsupervised-domain-adaptation-on-duke-toOGNet#17mAP: 14.7rank-1: 36.4
unsupervised-domain-adaptation-on-duke-to-1OG-Net#11mAP: 1.9rank-1: 6.8
unsupervised-domain-adaptation-on-market-toOG-Net#17mAP: 13.7rank-1: 26.4
unsupervised-domain-adaptation-on-market-to-1OG-Net#14mAP: 1.7rank-1: 5.9
unsupervised-person-re-identification-onOGNet#6mAP: 13.7Rank-1: 26.4
unsupervised-person-re-identification-on-1OGNet#6Rank-1: 36.4mAP: 14.7
unsupervised-person-re-identification-on-2OG-Net#7mAP: 1.7Rank-1: 5.9
unsupervised-person-re-identification-on-3OGNet#7mAP: 1.9Rank-1: 6.8