Pedestrian Attribute Recognition on RAP existing vs. zero-shot v2 (multiple)
78.21mAALM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ALMSetting=existing, Params(M)=30.86, MACs(G)=4.32, Backbone=ResNet502020.05 | 78.21 | 66.98 | 78.25 | 80.43 | 78.93 | |
| MsVAASetting=existing, Params(M)=141.27, MACs(G)=6.28, Backbone=ResNet502020.05 | 77.87 | 67.19 | 79.03 | 79.79 | 79.04 | |
| BaselineSetting=existing, Params(M)=23.61, MACs(G)=4.052020.05 | 77.34 | 66.12 | 81.99 | 75.62 | 78.21 | |
| VACSetting=existing, Params(M)=23.61, MACs(G)=14.335, Backbone=ResNet502020.05 | 76.74 | 67.52 | 80.42 | 78.78 | 79.24 | |
| ALMSetting=zero-shot, Params(M)=30.86, MACs(G)=4.32, Backbone=ResNet502020.05 | 71.97 | 64.52 | 77.28 | 77.74 | 77.06 | |
| MsVAASetting=zero-shot, Params(M)=141.27, MACs(G)=6.28, Backbone=ResNet502020.05 | 71.32 | 63.59 | 77.22 | 76.62 | 76.44 | |
| BaselineSetting=zero-shot, Params(M)=23.61, MACs(G)=4.052020.05 | 70.83 | 63.63 | 82.28 | 72.22 | 76.34 | |
| VACSetting=zero-shot, Params(M)=23.61, MACs(G)=14.335, Backbone=ResNet502020.05 | 70.2 | 65.45 | 79.87 | 76.65 | 77.07 |