Person Re-identification on DeepChange (test)
20.8mAPCCIL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CCILLabels=Without clothes labels2023.05 | 20.8 | 59.2 | 74.3 | 69.5 | |
| CALLabels=Without clothes labels2023.05 | 19 | 54 | — | — | |
| SCNetLabels=Without clothes labels2023.05 | 18.7 | 53.5 | — | — | |
| IMS+GEPLabels=Without clothes labels2023.05 | 18.3 | 55.1 | 69.6 | 64.9 | |
| baselineLabels=Without clothes labels2023.05 | 17.2 | 53.6 | 69.3 | 64.2 | |
| ViT B16Backbone=ViT B16, Labels=Without clothes labels2023.05 | 15 | 49.7 | 67.4 | 61.8 | |
| DeepChangeBackbone=ViT B16, Training Paradigm=Supervised2023.05 | 14.9 | 47.9 | 67.3 | — | |
| ReIDCapsLabels=Without clothes labels2023.05 | 13.3 | 44.3 | 62 | 56.4 | |
| DeepChangeBackbone=ReIDCaps, Training Paradigm=Supervised2023.05 | 13.2 | 44.2 | 62 | — | |
| BoT ResNet-50Backbone=ResNet-50, Labels=Without clothes labels2023.05 | 13 | 47.5 | 65.2 | 59.5 | |
| SiCLBackbone=ResNet-50, Training Paradigm=Unsupervised2023.05 | 12.4 | 41 | 56 | — | |
| DeepChangeBackbone=ResNet-50, Training Paradigm=Supervised2023.05 | 9.62 | 36.6 | 55.5 | — | |
| SpCLBackbone=ResNet-50, Training Paradigm=Unsupervised2023.05 | 8.9 | 32.9 | 47.2 | — |