# FastReID Model Zoo and Baselines

## Introduction


### Market1501 Baselines

| Method | Pretrained | Rank@1 | mAP | mINP |
| :---: | :---: | :---: |:---: | :---: |
| BagTricks(R50) | ImageNet | 93.6% | 85.1% | 58.1% |
| BagTricks(R50-ibn) | ImageNet | 94.8% | 87.3% | 63.5% |
| AGW(R50) | ImageNet | 94.9% | 87.4% | 63.1% |
| stronger baseline(R50-ibn) | ImageNet | 95.5% | 88.4% | 65.8% |

### DukeMTMC Baseline

| Method | Pretrained | Rank@1 | mAP | mINP |
| :---: | :---: | :---: |:---: | :---: |
| BagTricks(R50) | ImageNet | 86.1% | 75.9% | 38.7% |
| BagTricks(R50-ibn) | ImageNet | 89.0% | 78.8% | 43.6% |
| AGW(R50) | ImageNet | 88.9% | 79.1% | 43.2% |
| stronger baseline(R50-ibn) | ImageNet | 91.3% | 81.6% | 47.6% |

### MSMT17 Baseline

| Method | Pretrained | Rank@1 | mAP | mINP |
| :---: | :---: | :---: |:---: | :---: |
| BagTricks(R50) | ImageNet | 70.4%  | 47.5% | 9.6% |
| BagTricks(R50-ibn) | ImageNet | 76.9% | 55.0% | 13.5% |
| AGW(R50) | ImageNet | 75.6% | 52.6% | 11.9% |
| stronger baseline(R50-ibn) | ImageNet | 84.2% | 61.5% | 15.7% |