Table 10 The classification results of the three types of abnormal gait.
From: A gait recognition architecture for early screening in the assessment of Parkinson’s patients
Model | Accuracy | Precision | Recall | F1-Score |
|---|---|---|---|---|
C3D(2014) | 0.58 | 0.61 | 0.57 | 0.58 |
R3D(2019) | 0.61 | 0.62 | 0.62 | 0.61 |
GaitSet(2018) | 0.69 | 0.71 | 0.69 | 0.69 |
GaitPart(2022) | 0.73 | 0.74 | 0.73 | 0.73 |
GaitBase(2023) | 0.78 | 0.79 | 0.78 | 0.77 |
GRE-MFF-GaitBase | 0.86 | 0.88 | 0.85 | 0.87 |
