Table 6.

Side-by-side framewise and examwise performance for all ablation settings.

Framewise performance				Examwise performance
Class	Precision	Recall	$F1$-score	Precision	Recall	$F1$-score
Ablate past frame
CA	0.929 ± 0.002	0.929 ± 0.002	0.929 ± 0.002	0.913 ± 0.055	0.874 ± 0.050	0.892 ± 0.040
CP	0.898 ± 0.002	0.899 ± 0.002	0.897 ± 0.002	0.962 ± 0.035	0.788 ± 0.064	0.865 ± 0.042
Normal	0.873 ± 0.003	0.866 ± 0.003	0.866 ± 0.003	0.863 ± 0.061	0.986 ± 0.013	0.919 ± 0.036
Ablate future frame
CA	0.928 ± 0.002	0.928 ± 0.002	0.928 ± 0.002	0.911 ± 0.056	0.848 ± 0.054	0.877 ± 0.042
CP	0.905 ± 0.002	0.905 ± 0.002	0.903 ± 0.002	0.930 ± 0.053	0.814 ± 0.057	0.867 ± 0.042
Normal	0.880 ± 0.003	0.871 ± 0.003	0.872 ± 0.003	0.872 ± 0.060	0.986 ± 0.013	0.924 ± 0.035
Ablate bottom third frame
CA	0.932 ± 0.002	0.933 ± 0.002	0.932 ± 0.002	0.939 ± 0.044	0.876 ± 0.046	0.905 ± 0.033
CP	0.917 ± 0.002	0.918 ± 0.002	0.917 ± 0.002	0.934 ± 0.049	0.869 ± 0.055	0.899 ± 0.040
Normal	0.891 ± 0.002	0.882 ± 0.003	0.883 ± 0.003	0.910 ± 0.049	1.000 ± 0.000	0.952 ± 0.027
Horizontal flip
CA	0.927 ± 0.002	0.928 ± 0.002	0.926 ± 0.002	0.933 ± 0.047	0.775 ± 0.065	0.845 ± 0.047
CP	0.912 ± 0.002	0.913 ± 0.002	0.912 ± 0.002	0.935 ± 0.048	0.894 ± 0.046	0.913 ± 0.034
Normal	0.880 ± 0.002	0.865 ± 0.003	0.866 ± 0.003	0.856 ± 0.069	0.986 ± 0.014	0.915 ± 0.042