Gait Recognition on CASIA-B LT (74 subjects) NM#5-6 (probe)
97.2Rank-1 Accuracy (0°)GaitMM
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GaitMMTraining Protocol=LT, Gallery Configuration=NM #1-4, Exclusion of identical-view cases=true2022.09 | 97.2 | 98.6 | 99.2 | 98.1 | 97 | 95.7 | 97.8 | 99.1 | 99.3 | 99.3 | 96.6 | 98 | |
| ReverseMaskGallery=NM#1-4, Excluding identical-view cases=true2022.03 | 96.5 | 98.4 | 99.2 | 98 | 97.1 | 95.5 | 97.4 | 99.2 | 99.3 | 99.1 | 95 | 97.7 | |
| GaitGLGallery=NM#1-4, Excluding identical-view cases=true2022.03 | 96 | 98.3 | 99 | 97.9 | 96.9 | 95.4 | 97 | 98.9 | 99.3 | 98.8 | 94 | 97.4 | |
| 3DLocalGallery=NM#1-4, Excluding identical-view cases=true2022.03 | 96 | 99 | 99.5 | 98.9 | 97.1 | 94.2 | 96.3 | 99 | 98.8 | 98.5 | 95.2 | 97.5 | |
| GaitGLTraining Protocol=LT, Gallery Configuration=NM #1-4, Exclusion of identical-view cases=true2022.09 | 96 | 98.3 | 99 | 97.9 | 96.9 | 95.4 | 97 | 98.9 | 99.3 | 98.8 | 94 | 97.4 | |
| 3D LocalTraining Protocol=LT, Gallery Configuration=NM #1-4, Exclusion of identical-view cases=true2022.09 | 96 | 99 | 99.5 | 98.9 | 97.1 | 94.2 | 96.3 | 99 | 98.8 | 98.5 | 95.2 | 97.5 | |
| LagrangeGaitTraining Protocol=LT, Gallery Configuration=NM #1-4, Exclusion of identical-view cases=true2022.09 | 95.7 | 98.1 | 99.1 | 98.3 | 96.4 | 95.2 | 97.5 | 99 | 99.3 | 98.9 | 94.9 | 97.5 | |
| LSTCNSetting=LT2026.05 | 95.7 | 99.8 | 98.4 | 95.1 | 96.1 | 98.6 | 99.7 | 92 | 99.6 | 96.4 | 99.4 | 97.3 | |
| MT3DSetting=LT2026.05 | 95.6 | 97.2 | 98.2 | 99 | 97.5 | 95.1 | 93.9 | 96.1 | 98.6 | 99.2 | 98.2 | 97 | |
| GaitSliceSetting=LT2026.05 | 95.5 | 99.2 | 99.6 | 94.4 | 92.5 | 95 | 98.1 | 99.7 | 98.3 | 96.7 | 99 | 96.9 | |
| RPnetSetting=LT2026.05 | 95.1 | 99 | 99.1 | 98.3 | 95.7 | 93.6 | 95.9 | 98.3 | 98.6 | 97.7 | 90.8 | 96.6 | |
| SMBMSetting=LT2026.05 | 94.5 | 99 | 99.6 | 98.9 | 96.1 | 93.2 | 97.1 | 98.5 | 97.1 | 98.8 | 99.8 | 96.7 | |
| GaitPartGallery=NM#1-4, Excluding identical-view cases=true2022.03 | 94.1 | 98.6 | 99.3 | 98.5 | 94 | 92.3 | 95.9 | 98.4 | 99.2 | 97.8 | 90.4 | 96.2 | |
| GaitPartTraining Protocol=LT, Gallery Configuration=NM #1-4, Exclusion of identical-view cases=true2022.09 | 94.1 | 98.6 | 99.3 | 98.5 | 94 | 92.3 | 95.9 | 98.4 | 99.2 | 97.8 | 90.4 | 96.2 | |
| GaitPartSetting=LT2026.05 | 94.1 | 98.6 | 99.3 | 98.5 | 94 | 92.3 | 95.9 | 98.4 | 99.2 | 97.8 | 90.4 | 96.2 | |
| GaitBaseSetting=LT2026.05 | 93.4 | 98.4 | 99.2 | 98.6 | 94.7 | 92 | 95.8 | 98.2 | 99.4 | 98.4 | 92.4 | 96.2 | |
| GaitNetSetting=LT2026.05 | 93.1 | 92.6 | 90.8 | 92.4 | 87.6 | 95.1 | 94.2 | 95.8 | 92.6 | 90.4 | 90.2 | 92.3 | |
| CycleGaitSetting=LT2026.05 | 92.3 | 93.2 | 92.9 | 93.9 | 91.9 | 94.1 | 94.3 | 93.3 | 92.8 | 91.1 | 92.8 | 93.2 | |
| ACLSetting=LT2026.05 | 92 | 98.5 | 98.9 | 95.7 | 91.5 | 94.5 | 97.7 | 98.4 | 96.7 | 91.9 | 96 | 95.7 | |
| GaitSetGallery=NM#1-4, Excluding identical-view cases=true2022.03 | 90.8 | 97.9 | 99.4 | 96.9 | 93.6 | 91.7 | 95 | 97.8 | 98.9 | 96.8 | 85.8 | 95 | |
| GaitSetTraining Protocol=LT, Gallery Configuration=NM #1-4, Exclusion of identical-view cases=true2022.09 | 90.8 | 97.9 | 99.4 | 96.9 | 93.6 | 91.7 | 95 | 97.8 | 98.9 | 96.8 | 85.8 | 95 | |
| SCNSetting=LT2026.05 | 86.7 | 94.6 | 96 | 92.5 | 85.8 | 80.5 | 84.9 | 91.5 | 96 | 93.1 | 86 | 89.8 | |
| GaitSetSetting=LT2026.05 | 83.8 | 91.2 | 91.8 | 88.8 | 83.3 | 81 | 84.1 | 90 | 92.2 | 94.4 | 79 | 87.2 | |
| GaitGraphSetting=LT2026.05 | 78.5 | 82.9 | 85.8 | 85.6 | 83.1 | 81.5 | 84.3 | 83.2 | 84.2 | 81.6 | 71.8 | 82 |