Unsupervised Domain Adaptation Person Re-identification on MA2MS MSMT17 to Market-1501 (test)
57.8mAPOurs (TransReID-SSL + ICS)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Ours (TransReID-SSL + ICS)Backbone=ViT_I-S, Pre-trained on LUPerson=true2021.11 | 57.8 | 79.5 | |
| Ours (TransReID-SSL)Backbone=ViT-S, Pre-trained on LUPerson=true2021.11 | 47.4 | 70.8 | |
| C-ContrastBackbone=R50-IBN, Pre-trained on LUPerson=true2021.11 | 42.6 | 69.1 | |
| C-ContrastBackbone=R502021.11 | 33.4 | 60.5 | |
| SPCLBackbone=R50-IBN2021.11 | 31 | 58.1 | |
| C-ContrastBackbone=R50, Pre-trained on LUPerson=true2021.11 | 28.3 | 53.8 | |
| SPCLBackbone=R502021.11 | 26.8 | 53.7 | |
| MMTBackbone=R502021.11 | 24 | 50.1 | |
| DG-Net++Backbone=R502021.11 | 22.1 | 48.4 |