Gait Recognition on CCPG (Rank-1 Accuracy and mAP)
93.4CL Rank-1 AccuracyGaitCLIF
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| GaitCLIFArchitecture=P3D-based2026.04 | 93.4 | 66.4 | 97.4 | 84.3 | 93.5 | 80.3 | 94.8 | 77 | |
| DeepGaitV2Architecture=P3D-based2026.04 | 90.5 | 63.6 | 95.3 | 81.1 | 92.9 | 79.4 | 92.9 | 74.7 | |
| GaitBase2026.04 | 88.5 | — | 92.7 | — | 93.4 | — | 91.5 | — | |
| GaitPart2026.04 | 77.8 | 45.5 | 84.5 | 63.1 | 83.3 | 60.1 | 81.9 | 56.2 | |
| GaitSet2026.04 | 77.7 | 46.4 | 83.5 | 59.6 | 83.2 | 61.4 | 81.5 | 55.8 | |
| GaitCLIFPose Type=Barbie-17, Upstream Model=ViTPose2026.04 | 76.9 | 40 | 84.9 | 56.7 | 87.2 | 57.7 | 83 | 51.5 | |
| GaitCLIFtraining_source=BarbieGait2026.04 | 76.9 | 40 | 84.9 | 56.7 | 87.2 | 57.7 | 83 | 51.5 | |
| DPGaitPose Type=COCO-17, Upstream Model=ViTPose2026.04 | 70.7 | — | 82.4 | — | 84.2 | — | 79.1 | — | |
| DPGait2026.04 | 70.7 | — | 82.4 | — | 84.2 | — | 79.1 | — | |
| SkeletonGaitPose Type=COCO-17, Upstream Model=HRNet2026.04 | 52.4 | 20.8 | 65.4 | 35.8 | 72.8 | 40.3 | 63.5 | 32.3 | |
| SkeletonGait2026.04 | 52.4 | 20.8 | 65.4 | 35.8 | 72.8 | 40.3 | 63.5 | 32.3 | |
| SkeletonGait2026.04 | 52.4 | 20.8 | 65.4 | 35.8 | 72.8 | 40.3 | 63.5 | 32.3 | |
| GaitTRPose Type=COCO-17, Upstream Model=HRNet2026.04 | 24.3 | 9.7 | 28.7 | 16.1 | 31.1 | 16.4 | 28 | 14.1 | |
| GaitGraphPose Type=COCO-17, Upstream Model=HRNet2026.04 | 5 | 2.4 | 5.7 | 4 | 7.3 | 4.2 | 6 | 3.5 |