Gait Recognition on SUSTech1K 1.0 (test)
97.1Accuracy (NM)SketchGait
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| SketchGaitInput=Sketch+Parsing2026.03 | 97.1 | 94.2 | 60.3 | 93.5 | 93.9 | 93.7 | 98.8 | 55.1 | 92.9 | 97.3 | |
| MultiGait++Input=Sketch+Parsing2026.03 | 96.6 | 92.9 | 53.7 | 92.7 | 92.9 | 92 | 98.4 | 53.1 | 91.9 | 97.1 | |
| DeepGaitV2Input=Sketch2026.03 | 94.5 | 90.1 | 56.4 | 90.5 | 88.1 | 89.3 | 97.3 | 51.5 | 89.6 | 96.3 | |
| LidarGait++Input=Point Cloud2026.03 | 94.2 | 93.9 | 79.7 | 92.4 | 91.5 | 96.6 | 91.9 | 92.2 | 92.7 | 98.2 | |
| DeepGaitV2Input=Parsing2026.03 | 93.1 | 87.9 | 40.9 | 88.8 | 87.7 | 88.7 | 93.5 | 47.5 | 87.5 | 95.1 | |
| MultiGait++Input=Silhouette+Parsing2026.03 | 93.1 | 88.4 | 38.7 | 89.2 | 88.1 | 88.4 | 94.6 | 48.1 | 87.9 | 95.3 | |
| HMRNetInput=Point Cloud2026.03 | 92.7 | 92.3 | 79.6 | 90.3 | 83.1 | 95.2 | 86.2 | 90.4 | 90.2 | 97.5 | |
| LidarGaitInput=Depth Map2026.03 | 91.8 | 88.6 | 74.6 | 89 | 67.5 | 94.5 | 80.9 | 90.4 | 86.8 | 96.1 | |
| XGaitInput=Silhouette+Parsing2026.03 | 90.2 | 86.6 | 45.6 | 87.8 | 82.3 | 85.6 | 92.2 | 48.5 | 86.2 | 94.9 | |
| PSGaitInput=Silhouette+Skeleton2026.03 | 87.9 | 85.2 | 53.9 | 84.5 | 86.3 | 85.3 | 91.4 | 47.5 | 84.6 | 94.8 | |
| DeepGaitV2Input=Silhouette2026.03 | 86.5 | 82.8 | 49.2 | 80.4 | 83.3 | 81.9 | 86 | 28 | 80.9 | 91.9 | |
| SkeletonGait++Input=Silhouette+Skeleton2026.03 | 85.1 | 82.9 | 46.6 | 81.9 | 80.8 | 82.5 | 86.2 | 47.5 | 81.3 | 95.5 | |
| PointNet++Input=Point Cloud2026.03 | 82.5 | 78.7 | 58.7 | 76.1 | 74 | 85.4 | 75.8 | 74.8 | 77.1 | 94.1 | |
| GaitBaseInput=Silhouette2026.03 | 81.5 | 77.5 | 49.6 | 75.8 | 75.5 | 76.7 | 81.4 | 25.9 | 76.1 | 89.4 | |
| SimpleViewInput=Depth Map2026.03 | 72.3 | 68.8 | 57.2 | 63.3 | 49.2 | 79.7 | 62.5 | 66.5 | 64.8 | 85.8 | |
| BiFusionInput=Silhouette+Skeleton2026.03 | 69.8 | 62.3 | 45.4 | 60.9 | 54.3 | 63.5 | 77.8 | 33.7 | 62.1 | 83.4 | |
| GaitSetInput=Silhouette2026.03 | 69.1 | 68.2 | 37.4 | 65 | 63.1 | 61 | 67.2 | 23 | 65 | 84.8 | |
| GaitGLInput=Silhouette2026.03 | 67.1 | 66.2 | 35.9 | 63.3 | 61.6 | 58.1 | 66.6 | 17.9 | 63.1 | 82.8 | |
| GaitPartInput=Silhouette2026.03 | 62.2 | 62.8 | 33.1 | 59.5 | 57.2 | 54.8 | 57.2 | 21.7 | 59.2 | 80.8 |