Gait Recognition on CASIA-B
100Recognition Rate (NM)BigGait
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BigGaitInput=RGB, Venue=CVPR'242025.05 | 100 | 99.6 | 90.5 | — | |
| DenoisingGaitInput=RGB+Sils, Venue=Ours2025.05 | 100 | 99.9 | 91.5 | — | |
| GaitBaseInput=Sils, Venue=CVPR'232025.05 | 96.5 | 91.5 | 78 | — | |
| GaitBaseInput=Sils, Venue=CVPR20232026.05 | 96.5 | — | — | — | |
| CAGInput=Skeleton, Venue=TIP20232026.05 | 96.4 | — | — | — | |
| GaitPartInput=Sils, Venue=CVPR'202025.05 | 96.2 | 91.5 | 78.7 | — | |
| GaitPartInput=Sils, Venue=CVPR20192026.05 | 96.2 | — | — | — | |
| ACLNet2026.01 | 94.7 | 85.4 | 85.4 | 88.5 | |
| DeepGaitV2Input=Sils, Venue=Arxiv2025.05 | 94.3 | 90 | 78.6 | — | |
| DeepGaitV2Input=Sils, Venue=TPAMI20252026.05 | 94.3 | — | — | — | |
| GPGaitInput=Skeleton, Venue=ICCV20232026.05 | 93.6 | — | — | — | |
| BiFusionInput=Sils+Skeleton, Venue=MTA'232025.05 | 93 | 78.1 | 68.3 | — | |
| MSGG2026.01 | 93 | 78.1 | 68.3 | 79.8 | |
| BiFusionInput=Sils+Skeleton, Venue=MTA20232026.05 | 93 | — | — | — | |
| CycleGait2026.01 | 92.8 | 84 | 78.7 | 85.2 | |
| GaitSetInput=Sils, Venue=TPAMI'222025.05 | 92.3 | 86.1 | 73.4 | — | |
| GaitSetInput=Sils, Venue=AAAI20192026.05 | 92.3 | — | — | — | |
| Gait-D2026.01 | 91.6 | 79 | 72 | 80.9 | |
| GaitGraph2026.01 | 87.7 | 74.8 | 66.3 | 76.3 | |
| DenoisingGaittrained_on=CCPG2025.05 | 83.9 | 76.1 | 34.8 | — | |
| GaitGraph22026.01 | 82 | 73.2 | 63.6 | 72.9 | |
| GaitGraph2Input=Skeleton, Venue=CVPRW20222026.05 | 80.3 | — | — | — | |
| BigGaittrained_on=CCPG2025.05 | 77.4 | 71.5 | 33.6 | — | |
| PoseGait2026.01 | 68.7 | 44.5 | 36 | 49.7 | |
| GaitBasetrained_on=CCPG2025.05 | 59.1 | 52.7 | 30.4 | — | |
| GaitSettrained_on=CCPG2025.05 | 47.4 | 40.9 | 25.8 | — | |
| BaselineModality=Silhouette-Only2025.12 | — | — | — | 89.52 | |
| Force NetworkModality=Silhouette + Force2025.12 | — | — | — | 90.39 |