Person Re-identification on Market-1501 Data Extension 50% → 100%
92.84Recall@1 (self-test)NDPP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NDPPAllocation Type=Data Extension (50%→100%), Backbone=ResNet-182025.03 | 92.84 | 87.86 | 82.02 | 70.55 | |
| ODPPAllocation Type=Data Extension (50%→100%), Backbone=ResNet-182025.03 | 92.81 | 88 | 81.9 | 70.15 | |
| R18 (new)Allocation Type=Data Extension (50%→100%), Backbone=ResNet-18, Training Status=independent training2025.03 | 92.1 | — | 79.69 | — | |
| Dual-TuningAllocation Type=Data Extension (50%→100%), Backbone=ResNet-18, Training Status=reported by authors2025.03 | 92.04 | 86.67 | 80.75 | 69.53 | |
| AdvBCTAllocation Type=Data Extension (50%→100%), Backbone=ResNet-182025.03 | 91.56 | 86.16 | 78.97 | 68.05 | |
| SSPL-CEAllocation Type=Data Extension (50%→100%), Backbone=ResNet-182025.03 | 91.53 | 86.25 | 79.69 | 68.41 | |
| BCTAllocation Type=Data Extension (50%→100%), Backbone=ResNet-182025.03 | 91.24 | 85.93 | 77.41 | 67.28 | |
| BT2Allocation Type=Data Extension (50%→100%), Backbone=ResNet-182025.03 | 90.91 | 85.42 | 77.64 | 67.88 | |
| RACTAllocation Type=Data Extension (50%→100%), Backbone=ResNet-182025.03 | 90.35 | 83.74 | 74.18 | 63.51 | |
| UniBCTAllocation Type=Data Extension (50%→100%), Backbone=ResNet-182025.03 | 89.51 | 84.53 | 72.97 | 64.19 | |
| R18 (old)Allocation Type=Data Extension (50%→100%), Backbone=ResNet-18, Training Status=independent training2025.03 | 82.19 | — | 62.09 | — | |
| SSPLAllocation Type=Data Extension (50%→100%), Backbone=ResNet-182025.03 | 81.87 | 81.94 | 61.77 | 61.86 | |
| RMAllocation Type=Data Extension (50%→100%), Backbone=ResNet-18, Training Status=reported by authors2025.03 | — | 87 | — | 69.2 |