Person Re-identification on P-DukeMTMC
94.5Rank-1 AccDPL-ReID
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DPL-ReIDBackbone=ViT2026.05 | 94.5 | 85.9 | |
| SAGA-ReID (Ours)Backbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 94.4 | 85.7 | |
| SCINGBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 93.7 | 84.4 | |
| BPBreIDBackbone=HRNet-W32, Training scheme=Arbitrary/Heavier2022.11 | 93 | 83.2 | |
| PRO-FDBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 92.8 | 84.7 | |
| DPL-ReIDBackbone=CNN2026.05 | 92.4 | 81.2 | |
| FCFormerBackbone=ViT2026.05 | 92.4 | 82.5 | |
| CLIP-ReIDBackbone=ViT2026.05 | 92.2 | 83.4 | |
| CLIP-ReIDBackbone=CNN2026.05 | 92 | 81.3 | |
| LDSTraining scheme=Arbitrary/Heavier2022.11 | 91.9 | 82.9 | |
| AG-ReIDBackbone=ViT2026.05 | 91.8 | 84.5 | |
| FCFormerBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 91.5 | 80.7 | |
| BPBreIDBackbone=ResNet-50-ibn, Training scheme=Arbitrary/Heavier2022.11 | 91.3 | 79.2 | |
| BPBreIDBackbone=ResNet-50, Training scheme=BoT-based2022.11 | 91 | 77.8 | |
| PADEBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 89.3 | 84.8 | |
| BoTBackbone=ResNet-50, Training scheme=BoT-based2022.11 | 87 | 74.9 | |
| PVPMTraining scheme=Arbitrary/Heavier2022.11 | 85.1 | 69.9 | |
| PVPMBackbone=CNN2026.05 | 85.1 | 69.9 | |
| PGFLTraining scheme=Arbitrary/Heavier2022.11 | 81.1 | 64.2 | |
| CLIP-ReIDBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.04 | 79.5 | 68.7 | |
| PCBBackbone=CNN2026.05 | 79.4 | 63.9 | |
| MHSABackbone=ResNet-50, Training scheme=BoT-based2022.11 | 70.7 | 41.1 | |
| PGFABackbone=ResNet-50, Training scheme=BoT-based2022.11 | 44.2 | 23.1 |