Person Re-identification Cross-Domain Transfer (CUHK03, MSMT17, Market1501, CUHK-SYSU) Unseen Target
47.1mAP (M+MS+CS -> C3)META
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| METASetting=Protocol-32021.12 | 47.1 | 46.2 | 24.4 | 52.1 | 76.5 | 90.5 | 49.3 | 62.9 | |
| MetaBINSetting=Protocol-32021.12 | 43 | 43.1 | 18.8 | 41.2 | 67.2 | 84.5 | 43 | 56.3 | |
| METASetting=Protocol-22021.12 | 36.3 | 35.1 | 22.5 | 49.9 | 67.5 | 86.1 | 42.1 | 57 | |
| M3LSetting=Protocol-3, Backbone=IBN-Net50, Training Data Scope=Full Images2021.12 | 35.7 | 36.5 | 17.4 | 38.6 | 62.4 | 82.7 | 38.5 | 52.6 | |
| M3LSetting=Protocol-2, Backbone=IBN-Net50, Training Data Scope=Training Sets2021.12 | 34.2 | 34.4 | 16.7 | 37.5 | 61.5 | 82.3 | 37.5 | 51.4 | |
| QAConv50Setting=Protocol-32021.12 | 32.9 | 33.3 | 17.6 | 46.6 | 66.5 | 85 | 39 | 55 | |
| M3LSetting=Protocol-3, Backbone=ResNet-502021.12 | 32.3 | 33.8 | 16.2 | 36.9 | 61.2 | 81.2 | 36.6 | 50.6 | |
| MetaBINSetting=Protocol-22021.12 | 28.8 | 28.1 | 17.8 | 40.2 | 57.9 | 80.1 | 34.8 | 49.5 | |
| QAConv50Setting=Protocol-22021.12 | 25.4 | 24.8 | 16.4 | 45.3 | 63.1 | 83.7 | 35 | 51.3 | |
| M3LSetting=Protocol-2, Backbone=ResNet-502021.12 | 20.9 | 31.9 | 15.9 | 36.9 | 58.4 | 79.9 | 31.7 | 49.6 | |
| SNRSetting=Protocol-32021.12 | 17.5 | 17.1 | 7.7 | 22 | 52.4 | 77.8 | 25.9 | 39 | |
| SNRSetting=Protocol-22021.12 | 8.9 | 8.9 | 6.8 | 19.9 | 34.6 | 62.7 | 16.8 | 30.5 |