Person Re-identification on Market-1501 Data Extension 10% → 100%
94.45Recall@1 (self-test)NDPP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NDPPAllocation Type=Data Extension (10%→100%), Backbone=ResNet-502025.03 | 94.45 | 84.26 | 86.05 | 62.52 | |
| ODPPAllocation Type=Data Extension (10%→100%), Backbone=ResNet-502025.03 | 94.3 | 83.49 | 85.59 | 62.4 | |
| R50 (new)Allocation Type=Data Extension (10%→100%), Backbone=ResNet-50, Training Status=independent training2025.03 | 93.97 | — | 84.42 | — | |
| RBCLAllocation Type=Data Extension (10%→100%), Backbone=ResNet-50, Training Status=reported by authors2025.03 | 93.7 | 82.7 | 85 | 61.3 | |
| AdvBCTAllocation Type=Data Extension (10%→100%), Backbone=ResNet-502025.03 | 93.26 | 78.36 | 82.76 | 55.35 | |
| Dual-TuningAllocation Type=Data Extension (10%→100%), Backbone=ResNet-502025.03 | 92.58 | 82.54 | 81.09 | 59.37 | |
| RACTAllocation Type=Data Extension (10%→100%), Backbone=ResNet-502025.03 | 91.54 | 77.35 | 78.43 | 52.83 | |
| BCTAllocation Type=Data Extension (10%→100%), Backbone=ResNet-502025.03 | 90.88 | 74.05 | 76.88 | 49.27 | |
| SSPL-CEAllocation Type=Data Extension (10%→100%), Backbone=ResNet-502025.03 | 90.24 | 82.49 | 79.69 | 56.98 | |
| BT2Allocation Type=Data Extension (10%→100%), Backbone=ResNet-502025.03 | 85.18 | 75.45 | 66.48 | 50.65 | |
| UniBCTAllocation Type=Data Extension (10%→100%), Backbone=ResNet-502025.03 | 81.38 | 69.8 | 59.14 | 43.72 | |
| SSPLAllocation Type=Data Extension (10%→100%), Backbone=ResNet-502025.03 | 63.96 | 63.89 | 38.15 | 37.9 | |
| R50 (old)Allocation Type=Data Extension (10%→100%), Backbone=ResNet-50, Training Status=independent training2025.03 | 63.27 | — | 37.8 | — |