Table 3.
Comparison of F1 scores between clip-level and frame-level classification results based on clip length.
Decision Interval |
Decision Unit |
F1 Score | ||
---|---|---|---|---|
T01 | T02 | T03 | ||
5 s | Frame level | 0.950 | 0.900 | 0.918 |
Clip level | 1.000 | 0.971 | 1.000 | |
4 s | Frame level | 0.953 | 0.893 | 0.917 |
Clip level | 1.000 | 0.952 | 0.990 | |
3 s | Frame level | 0.943 | 0.896 | 0.919 |
Clip level | 1.000 | 0.953 | 0.977 | |
2 s | Frame level | 0.939 | 0.880 | 0.899 |
Clip level | 0.993 | 0.937 | 0.980 | |
1 s | Frame level | 0.916 | 0.853 | 0.856 |
Clip level | 0.964 | 0.902 | 0.935 |