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Zplusdragon authored May 31, 2023
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Expand Up @@ -23,7 +23,7 @@ This is the comparison of SYNTH-PEDES with other popular datasets.
## Models
We utilize ResNet50 and Bert as our encoders. After pre-training, we fine-tune and evaluate the performance on three downstream tasks. The checkpoints have been released at [Baidu Yun](https://pan.baidu.com/s/1LjT-x6kjGwpO2EP4Ni7bCA?pwd=1037).

### Evaluate on CUHK-PEDES dataset (Text Re-ID R@1/R@10)
### CUHK-PEDES dataset (Text Re-ID R@1/R@10)
| Pre-train | CMPM/C | SSAN | LGUR |
| :---: |:---: |:---: | :---:
| IN sup | 54.81/83.22 | 61.37/86.73 | 64.21/87.93
Expand All @@ -33,7 +33,7 @@ We utilize ResNet50 and Bert as our encoders. After pre-training, we fine-tune a
| LUP-NL |57.35/84.77| 63.71/87.46| 64.68/88.69
| **PLIP(ours)** |**69.23/91.16**| **64.91/88.39**| **67.22/89.49**

### Evaluate on ICFG-PEDES dataset (Text Re-ID R@1/R@10)
### ICFG-PEDES dataset (Text Re-ID R@1/R@10)
| Pre-train | CMPM/C | SSAN | LGUR |
| :---: |:---: |:---: | :---:
| IN sup | 47.61/75.48| 54.23/79.53| 57.42/81.45
Expand All @@ -43,7 +43,7 @@ We utilize ResNet50 and Bert as our encoders. After pre-training, we fine-tune a
| LUP-NL |49.64/76.15| 55.59/79.78| 60.25/82.84
| **PLIP(ours)** |**64.25/86.32**| **60.12/82.84**| **62.27/83.96**

### Evaluate on Market1501 & DukeMTMC (Image Re-ID mAP/cmc1)
### Market1501 & DukeMTMC (Image Re-ID mAP/cmc1)
| Methods | Market1501 | DukeMTMC |
| :---: |:---: |:---:
| BOT | 85.9/94.5 |76.4/86.4
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