Table 5 Different viewpoints comparison results in OU-MVLP.
From: A gait recognition architecture for early screening in the assessment of Parkinson’s patients
Model | OU-MVLP | ||||||||
---|---|---|---|---|---|---|---|---|---|
\(00^{\circ }\) | \(30^{\circ }\) | \(60^{\circ }\) | \(90^{\circ }\) | \(180^{\circ }\) | \(210^{\circ }\) | \(240^{\circ }\) | \(270^{\circ }\) | Avg | |
GaitSet(2018) | 85.00 | 86.70 | 83.60 | 88.50 | 86.10 | 83.40 | 86.60 | 83.80 | 85.50 |
GaitPart(2020) | 87.90 | 87.00 | 84.80 | 88.20 | 88.80 | 86.00 | 86.40 | 84.80 | 86.70 |
GaitGraph(2022) | 86.20 | 84.90 | 86.00 | 89.50 | 88.60 | 84.60 | 85.40 | 87.80 | 86.60 |
GaitBase(2023) | 90.80 | 89.20 | 87.10 | 90.10 | 91.20 | 89.80 | 87.80 | 90.20 | 89.60 |
GaitGL(2024) | 87.00 | 89.10 | 90.20 | 88.40 | 87.00 | 85.70 | 87.60 | 89.30 | 88.10 |
AttenGait(2024) | 92.20 | 90.40 | 90.40 | 91.60 | 91.10 | 88.30 | 90.30 | 92.40 | 91.00 |
GRE-MFF-GaitBase | 91.70 | 91.80 | 90.10 | 93.60 | 90.40 | 88.20 | 91.50 | 92.60 | 91.30 |