Person Re-identification on CCVID Configuration 1 (test)
95.9Rank-1 AccuracyIDSelect
Evaluation results
| Method | Links | ||
|---|---|---|---|
| IDSelectGFLOPs=53.7, Finetuned=true, Comb.=Ada.2026.02 | 95.9 | 94.6 | |
| Face + Body + Gait MinGFLOPs=19.4, Finetuned=true, Modality=Face + Body + Gait2026.02 | 94.5 | 93.5 | |
| Face + Gait MinGFLOPs=11.7, Finetuned=true, Modality=Face + Gait2026.02 | 94.4 | 91.7 | |
| QMEGFLOPs=706.1, Finetuned=true, Config=Result 22026.02 | 94.1 | 90.8 | |
| AdaFace101Arch.=R101, GFLOPs=24.3, Finetuned=false, Modality=Face2026.02 | 94 | 87.9 | |
| Face + Body MaxGFLOPs=36.8, Finetuned=true, Modality=Face + Body2026.02 | 93.6 | 90 | |
| FarsightGFLOPs=706.1, Finetuned=true2026.02 | 92.9 | 91.2 | |
| SapiensIDArch.=ViT-Base, Finetuned=false2026.02 | 92.6 | 77.8 | |
| QMEGFLOPs=706.1, Finetuned=true, Config=Result 12026.02 | 92.6 | 91.6 | |
| Asym-AOIGFLOPs=706.1, Finetuned=true2026.02 | 92.3 | 90 | |
| Face + Body MinGFLOPs=12.8, Finetuned=true, Modality=Face + Body2026.02 | 92.2 | 86.6 | |
| BSSFGFLOPs=706.1, Finetuned=true2026.02 | 91.8 | 91.1 | |
| AdaFace50Arch.=R50, GFLOPs=12.7, Finetuned=false, Modality=Face2026.02 | 91.7 | 82.9 | |
| Face + Body + Gait MaxGFLOPs=706.1, Finetuned=true, Modality=Face + Body + Gait2026.02 | 91.7 | 88.9 | |
| Face + Gait MaxGFLOPs=693.6, Finetuned=true, Modality=Face + Gait2026.02 | 91.4 | 85.7 | |
| AdaFace18Arch.=R18, GFLOPs=5.2, Finetuned=false, Modality=Face2026.02 | 90.5 | 80.4 | |
| Gait + Body MinGFLOPs=14.1, Finetuned=true, Modality=Gait + Body2026.02 | 89.2 | 86.3 | |
| Gait + Body MaxGFLOPs=681.8, Finetuned=true, Modality=Gait + Body2026.02 | 84.2 | 78.7 | |
| CALArch.=R50, GFLOPs=12.5, Finetuned=true, Modality=Body2026.02 | 81.4 | 74.7 | |
| AP3D 50Arch.=R50, GFLOPs=8.5, Finetuned=true, Modality=Body2026.02 | 80.9 | 79.2 | |
| GaitSetArch.=CNN-6, GFLOPs=6.5, Finetuned=true, Modality=Gait2026.02 | 79.3 | 73.8 | |
| BigGaitArch.=DINOv2-S*, GFLOPs=669.3, Finetuned=false, Modality=Gait2026.02 | 76.7 | 61 | |
| AP3D 34Arch.=R34, GFLOPs=7.6, Finetuned=true, Modality=Body2026.02 | 75.1 | 73.6 | |
| GaitBaseArch.=R9, GFLOPs=71, Finetuned=true, Modality=Gait2026.02 | 64 | 61.4 |