Person Re-Identification on Celeb-reID-light (test)
25.7mAPReIDCaps + 3DInvarReID#
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ReIDCaps + 3DInvarReID#Backbone=-2023.08 | 25.7 | 42.2 | |
| 3DInvarReID#Backbone=ResNet-50, weights initialization=CAL model2023.08 | 21.8 | 37 | |
| ReIDCapsBackbone=DenseNet-121×62023.08 | 19 | 33.5 | |
| CALBackbone=ResNet-502023.08 | 18.5 | 33.6 | |
| RCSANetSupervision=Supervised Method(LT-ReID)2023.05 | 16.7 | 29.5 | |
| RCSAnetBackbone=DenseNet-121×22023.08 | 16.7 | 29.5 | |
| 3DInvarReIDBackbone=ResNet-502023.08 | 15 | 30.1 | |
| CelebSupervision=Supervised Method(LT-ReID)2023.05 | 14 | 26.8 | |
| MGNSupervision=Supervised Method(LT-ReID)2023.05 | 13.9 | 21.5 | |
| MGNBackbone=ResNet-502023.08 | 13.9 | 21.5 | |
| DG-NetSupervision=Supervised Method(LT-ReID)2023.05 | 12.6 | 23.5 | |
| DG-NetBackbone=ResNet-502023.08 | 12.6 | 23.5 | |
| HACNNSupervision=Supervised Method(LT-ReID)2023.05 | 11.5 | 16.2 | |
| HACNNBackbone=*2023.08 | 11.5 | 16.2 | |
| Re-IDCapsSupervision=Supervised Method(LT-ReID)2023.05 | 11.2 | 20.3 | |
| ReIDCaps-Backbone=DenseNet-1212023.08 | 11.2 | 20.3 | |
| MLFNSupervision=Supervised Method(LT-ReID)2023.05 | 6.3 | 10.6 | |
| MLFNBackbone=*2023.08 | 6.3 | 10.6 | |
| SiCLSupervision=Unsupervised Method2023.05 | 5.6 | 10.5 | |
| ICESupervision=Unsupervised Method2023.05 | 5 | 7.1 | |
| PPLRSupervision=Unsupervised Method2023.05 | 4.3 | 6.2 | |
| C3ABSupervision=Unsupervised Method2023.05 | 3.7 | 5.1 | |
| SpCLSupervision=Unsupervised Method2023.05 | 3.6 | 5.3 | |
| CACLSupervision=Unsupervised Method2023.05 | 3.6 | 4.3 | |
| CCSupervision=Unsupervised Method2023.05 | 3.2 | 4.4 |