Unsupervised Domain Adaptation Person Re-identification on MS2MA Market-1501 to MSMT17 (test)
89.9mAPOurs (TransReID-SSL + ICS)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours (TransReID-SSL + ICS)Backbone=ViT_I-S, Pre-trained on LUPerson=true2021.11 | 89.9 | 95.5 | |
| Ours (TransReID-SSL)Backbone=ViT-S, Pre-trained on LUPerson=true2021.11 | 89.4 | 95.4 | |
| C-ContrastBackbone=R50-IBN, Pre-trained on LUPerson=true2021.11 | 86.9 | 94.6 | |
| C-ContrastBackbone=R50, Pre-trained on LUPerson=true2021.11 | 85.1 | 94.4 | |
| C-ContrastBackbone=R502021.11 | 82.4 | 92.5 | |
| SPCLBackbone=R50-IBN2021.11 | 79.9 | 92 | |
| SPCLBackbone=R502021.11 | 77.5 | 89.7 | |
| MMTBackbone=R502021.11 | 75.6 | 89.3 | |
| DG-Net++Backbone=R502021.11 | 64.6 | 83.1 |