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docs(stronger baseline): update stronger baseline results 

update stronger baseline results on Market1501, DukeMTMC and MSMT17
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liaoxingyu 2020-04-28 21:02:21 +08:00
parent 09e8d6afbb
commit 18fd7faff7
1 changed files with 3 additions and 6 deletions
projects/StrongerBaseline

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projects/StrongerBaseline/README.md
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@ -17,7 +17,7 @@ CUDA_VISIBLE_DEVICES=0,1,2,3 python train_net.py --config-file='configs/sbs_mark
## Experimental Results
stronger baseline:
stronger baseline tricks:
1. Non-local block
2. GeM pooling
3. Circle loss
@ -31,21 +31,18 @@ stronger baseline:
| Method | Pretrained | Rank@1 | mAP | mINP |
| :---: | :---: | :---: |:---: | :---: |
| stronger baseline(ResNet50-ibn) | ImageNet | 95.5 | 88.4 | 65.8 |
| stronger baseline(ResNeSt50) | ImageNet | - | - | - |
| Robust-ReID | ImageNet | 96.2 | 89.7 | - |
### DukeMTMC dataset
| Method | Pretrained | Rank@1 | mAP | mINP |
| :---: | :---: | :---: |:---: | :---: |
| stronger baseline(ResNet50-ibn) | ImageNet | 90.3 | 79.6 | 44.0 |
| stronger baseline(ResNeSt50) | ImageNet | 91.7 | 81.0 | 45.2 |
| stronger baseline(ResNet50-ibn) | ImageNet | 91.3 | 81.6 | 47.6 |
| Robust-ReID | ImageNet | 89.8 | 80.3 | - |
### MSMT17 dataset
| Method | Pretrained | Rank@1 | mAP | mINP |
| :---: | :---: | :---: |:---: | :---: |
| stronger baseline(ResNet50-ibn) | ImageNet | 84.9 | 62.9 | 16.0 |
| stronger baseline(ResNeSt50) | ImageNet | 84.0 | 60.5 | 15.1 |
| stronger baseline(ResNet50-ibn) | ImageNet | 84.2 | 61.5 | 15.7 |
| ABD-Net | ImageNet | 82.3 | 60.8 | - |