Text-based Person Search on CUHK-PEDES (few-shot 5% train)
50.26Rank-1Simplified TBPS-CLIP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Simplified TBPS-CLIPTraining data percentage=10%2023.08 | 50.26 | 72.51 | 80.28 | 44.28 | |
| TBPS-CLIPTraining data percentage=10%2023.08 | 49.19 | 71.98 | 80.46 | 43.81 | |
| Simplified TBPS-CLIPshot_type=few-shot, training_data_ratio=5%2023.08 | 43.65 | 66.6 | 75.91 | 39.3 | |
| TBPS-CLIPshot_type=few-shot, training_data_ratio=5%2023.08 | 42.98 | 66.26 | 74.94 | 38.86 | |
| CLIPTraining data percentage=10%2023.08 | 42.37 | 66.13 | 75.31 | 38.2 | |
| CLIPshot_type=few-shot, training_data_ratio=5%2023.08 | 38.37 | 62.26 | 72.34 | 35.39 | |
| Simplified TBPS-CLIPTraining data percentage=1%2023.08 | 30.05 | 51.56 | 62.23 | 28.53 | |
| TBPS-CLIPTraining data percentage=1%2023.08 | 27.94 | 51.2 | 62.07 | 27.6 | |
| CLIPTraining data percentage=1%2023.08 | 27.84 | 49.51 | 60.56 | 25.88 | |
| CLIP-AdapterTraining data percentage=10%2023.08 | 12.61 | 27.19 | 35.32 | 11.77 | |
| CoOpTraining data percentage=10%2023.08 | 12.1 | 25.55 | 33.97 | 10.96 | |
| CLIP-Adaptershot_type=few-shot, training_data_ratio=5%2023.08 | 11.96 | 25.45 | 33.56 | 10.91 | |
| CoOpshot_type=few-shot, training_data_ratio=5%2023.08 | 11.37 | 24.19 | 32.46 | 10.48 | |
| CLIP-AdapterTraining data percentage=1%2023.08 | 11.22 | 24.22 | 31.71 | 10.3 | |
| CoOpTraining data percentage=1%2023.08 | 10.98 | 23.98 | 31.5 | 10.22 |