Gait Recognition on OUMVLP (test)
97Mean Rank-1 AccuracyGaitMM
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GaitMM2022.09 | 97 | 92.9 | 97.1 | 98.4 | 98.4 | 97.5 | 98 | 97.7 | 95.8 | 96.3 | 97.8 | 97.8 | 96.4 | 97.1 | 96.6 | — | |
| 3D Local2022.09 | 96.5 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | |
| GaitGL2022.09 | 96.2 | 90.5 | 96.1 | 98 | 98.1 | 97 | 97.6 | 97.1 | 94.2 | 94.9 | 97.4 | 97.4 | 95.7 | 96.5 | 95.7 | — | |
| GaitPart2022.09 | 95.1 | 88 | 94.7 | 97.7 | 97.7 | 95.5 | 96.6 | 96.2 | 90.6 | 94.2 | 97.2 | 97.1 | 95.1 | 96 | 95 | — | |
| GaitSet2022.09 | 93.3 | 84.5 | 93.3 | 96.7 | 96.6 | 93.5 | 95.3 | 94.2 | 87 | 92.5 | 96 | 96 | 93 | 94.3 | 92.7 | — | |
| GaitSTR2024.04 | 90.8 | 87.6 | 91.5 | 91.8 | 92.1 | 91.5 | 91.3 | 91 | 89.2 | 90.7 | 91.1 | 91.3 | 90.8 | 90.6 | 90.2 | — | |
| GaitBase2024.04 | 90.6 | 87.2 | 91.2 | 91.8 | 92 | 91.4 | 91.2 | 90.8 | 88.9 | 90.4 | 91.1 | 91.3 | 90.7 | 90.5 | 90 | — | |
| DyGaitBit=32, BitOPs=829.792024.05 | 90.47 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 92.89 | |
| QGait-8Bit=w8/a8, BitOPs=7.392024.05 | 90.35 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 92.63 | |
| GaitBaseBit=32, BitOPs=118.302024.05 | 90.32 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 92.67 | |
| LSQ-8Bit=w8/a82024.05 | 90.28 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 92.61 | |
| Dorefa-8Bit=w8/a82024.05 | 90.26 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 92.6 | |
| CSTL2024.04 | 90.2 | 87.1 | 91 | 91.5 | 91.8 | 90.6 | 90.8 | 90.6 | 89.4 | 90.2 | 90.5 | 90.7 | 89.8 | 90 | 89.4 | — | |
| GaitRef2024.04 | 90.2 | 85.7 | 90.5 | 91.6 | 91.9 | 91.3 | 91.3 | 90.9 | 89.3 | 89 | 90.8 | 90.8 | 90.1 | 90.1 | 89.5 | — | |
| PACT-8Bit=w8/a82024.05 | 90.13 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 92.5 | |
| GaitMix2024.04 | 89.9 | 85.4 | 90.3 | 91.2 | 91.5 | 91.2 | 90.9 | 90.5 | 88.9 | 88.7 | 90.3 | 90.5 | 89.8 | 89.6 | 88.9 | — | |
| GaitGLBit=32, BitOPs=193.302024.05 | 89.73 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 92.32 | |
| MvModelGait2024.04 | 89.7 | 87.7 | 89.7 | 91.1 | 90.1 | 89.8 | 90.3 | 90.3 | 88.1 | 89.4 | 89.4 | 90 | 90.8 | 90 | 89.7 | — | |
| GaitGL2024.04 | 89.6 | 84.2 | 89.8 | 91.3 | 91.7 | 90.8 | 91 | 90.4 | 88.1 | 88.2 | 90.5 | 90.5 | 89.5 | 89.7 | 88.8 | — | |
| QGait-4Bit=w4/a4, BitOPs=1.852024.05 | 89.24 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 92.29 | |
| GLN2024.04 | 89.2 | 83.8 | 90 | 91 | 91.2 | 90.3 | 90 | 89.4 | 85.3 | 89.1 | 90.5 | 90.6 | 89.6 | 89.3 | 88.5 | — | |
| GaitPart2024.04 | 88.7 | 82.8 | 89.2 | 90.9 | 91 | 89.7 | 89.9 | 89.3 | 85.1 | 87.7 | 90 | 90.1 | 89 | 89 | 88.1 | — | |
| GaitPartBit=32, BitOPs=26.442024.05 | 88.68 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 92.07 | |
| Dorefa-4Bit=w4/a42024.05 | 88.24 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 92.02 | |
| PACT-4Bit=w4/a42024.05 | 87.65 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 91.96 | |
| GaitSetBit=32, BitOPs=42.292024.05 | 87.12 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 91.64 | |
| GaitSet2024.04 | 87 | 79.2 | 87.7 | 89.9 | 90.1 | 87.9 | 88.6 | 87.7 | 81.7 | 86.4 | 89 | 89.2 | 87.2 | 87.7 | 86.2 | — | |
| LSQ-4Bit=w4/a42024.05 | 86.19 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 91.19 | |
| LSTCN-h2026.05 | 85.8 | 87.7 | — | 81.6 | — | 87.2 | — | 86.8 | — | — | — | — | — | — | — | — | |
| Sepas-Moghaddam et al.2026.05 | 84.5 | 78.3 | — | 88.8 | — | 85.7 | — | 85.1 | — | — | — | — | — | — | — | — | |
| LSTCN2026.05 | 84.4 | 80.7 | — | 86.1 | — | 85.7 | — | 84.9 | — | — | — | — | — | — | — | — | |
| SMBM2026.05 | 84.3 | 78.3 | — | 87.2 | — | 85.8 | — | 85.8 | — | — | — | — | — | — | — | — | |
| SCN2026.05 | 83.8 | 78.6 | — | 87.4 | — | 85.9 | — | 83.2 | — | — | — | — | — | — | — | — | |
| GaitSet2026.05 | 83.4 | 77.7 | — | 86.9 | — | 85.3 | — | 83.5 | — | — | — | — | — | — | — | — | |
| ACL2026.05 | 82 | 71.6 | — | 85.1 | — | 86.7 | — | 84.6 | — | — | — | — | — | — | — | — | |
| Koopman2026.05 | 73.3 | 56.2 | — | 73.7 | — | 81.4 | — | 82 | — | — | — | — | — | — | — | — | |
| GaitGraph2026.05 | 67.1 | 54.3 | — | 76.1 | — | 71.5 | — | 70.1 | — | — | — | — | — | — | — | — | |
| PSTN2026.05 | 63.1 | 51.5 | — | 70.8 | — | 66.7 | — | 63.6 | — | — | — | — | — | — | — | — | |
| DiGGAN2026.05 | 57 | 48.9 | — | 62.3 | — | 59.1 | — | 57.8 | — | — | — | — | — | — | — | — | |
| GEINet2024.04 | 42.5 | 23.2 | 38.1 | 48 | 51.8 | 47.5 | 48.1 | 43.8 | 27.3 | 37.9 | 46.8 | 49.9 | 45.9 | 45.7 | 41 | — |