Gait Recognition on CASIA-B Bag Carrying (#1-2)
95.3Rank-1 Accuracy (0°)GaitSTR
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GaitSTRInput Modality=Skeletons and Silhouettes, Feature Extractor Type=2-D convolution2024.04 | 95.3 | 97.1 | 97.8 | 96.8 | 96.1 | 93.2 | 94.3 | 96.8 | 98.3 | 98.3 | 94 | 96.2 | |
| GaitEdge*Input Modality=RGB frames and re-segmented silhouettes, Feature Extractor Type=2-D convolution2024.04 | 95.3 | 97.4 | 98.4 | 97.6 | 94.3 | 90.6 | 93.1 | 97.8 | 99.1 | 98 | 95 | 96.1 | |
| ModelGaitFeature Extractor Type=2-D convolution2024.04 | 94.8 | 92.9 | 93.8 | 94.5 | 93.1 | 92.6 | 94 | 94.5 | 89.7 | 93.6 | 90.4 | 93.1 | |
| GaitMixFeature Extractor Type=2-D convolution2024.04 | 94.4 | 96.7 | 96.8 | 96.1 | 94.3 | 90.4 | 93.5 | 97.4 | 98 | 97.2 | 92.2 | 95.2 | |
| GaitRefFeature Extractor Type=2-D convolution2024.04 | 94.4 | 96.4 | 97.3 | 96.8 | 96.2 | 92.2 | 94.4 | 97.2 | — | 97.9 | 93.3 | 95.9 | |
| MvModelGaitCamera viewpoints requirement=Required, Feature Extractor Type=2-D convolution2024.04 | 93.9 | 92.5 | 92.9 | 94.1 | 93.4 | 93.4 | 95 | 94.7 | 92.9 | 93.1 | 92.1 | 93.4 | |
| GaitGLFeature Extractor Type=2-D convolution2024.04 | 93 | 95.7 | 97 | 95.9 | 93.3 | 90 | 91.9 | 96.8 | 97.5 | 96.9 | 90.7 | 94.4 | |
| GLNFeature Extractor Type=2-D convolution2024.04 | 92.2 | 95.6 | 96.7 | 94.3 | 91.8 | 87.8 | 91.4 | 95.1 | 96.3 | 95.7 | 87.2 | 93.1 | |
| TriGaitFeature Extractor Type=3-D convolution2024.04 | 91.8 | 94.3 | 95.2 | 96.6 | 96.5 | 93.7 | 95.9 | 97.6 | 97.4 | 96.9 | 93.8 | 95.4 | |
| CSTLFeature Extractor Type=2-D convolution2024.04 | 91.7 | 96.5 | 97 | 95.4 | 90.9 | 88 | 91.5 | 95.8 | 97 | 95.5 | 90.3 | 93.6 | |
| GaitPartFeature Extractor Type=2-D convolution2024.04 | 89.5 | 94.5 | 95.3 | 93.5 | 88.5 | 83.9 | 89 | 93.6 | 96 | 94.1 | 85.3 | 91.2 | |
| GaitSetFeature Extractor Type=2-D convolution2024.04 | 87 | 93.8 | 94.6 | 92.9 | 88.2 | 83 | 86.6 | 92.6 | 95.7 | 92.9 | 83.4 | 90.1 | |
| GaitNetFeature Extractor Type=2-D convolution2024.04 | 83 | 87.8 | 88.3 | 93.3 | 82.6 | 74.8 | 89.5 | 91 | 86.1 | 81.2 | 85.6 | 85.7 | |
| GaitGraphFeature Extractor Type=2-D convolution2024.04 | 75.8 | 76.7 | 75.9 | 76.1 | 71.4 | 73.9 | 78 | 74.7 | 75.4 | 75.4 | 69.2 | 74.8 | |
| PoseGaitFeature Extractor Type=2-D convolution2024.04 | 35.3 | 47.2 | 52.4 | 46.9 | 45.5 | 43.9 | 46.1 | 48.1 | 49.4 | 43.6 | 31.1 | 44.5 |