Beyond Part Models: Person Retrieval with Refined Part Pooling (and A Strong Convolutional Baseline)
https://arxiv.org/pdf/1711.09349.pdf
| mAP | R-1 | R-5 | R-10 | |
|---|---|---|---|---|
| Paper | 77.3 | 92.4 | 97 | 97.9 |
| Reproduce | 79.6 | 92.7 | 97.0 | 98.1 |
| SF+SC | 66.6 | 86.9 | 94.4 | 96.3 |
| SC | 70.2 | 87.1 | 94.3 | 96.3 |
SC:Shared feature extraction
SF:Sharing the classifier part, features are cat together
Reproduce
SF+SC
SC
