Face Parsing on Helen (test)
0.909Eyes AccuracyDML-CSR
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DML-CSRBackbone=ResNet101, Input Image Size=473x4732022.03 | 0.909 | 0.885 | 0.955 | 0.912 | 0.876 | 0.912 | 0.959 | — | 0.966 | — | — | 0.938 | |
| Te et al.2021.01 | 0.902 | 0.849 | 0.961 | 0.898 | 0.836 | 0.91 | 0.955 | — | 0.946 | — | 0.932 | — | |
| Te et al. [36]2022.03 | 0.902 | 0.849 | 0.961 | 0.898 | 0.836 | 0.91 | 0.955 | — | 0.946 | — | — | 0.932 | |
| AGRNet2021.01 | 0.901 | 0.85 | 0.959 | 0.9 | 0.832 | 0.909 | 0.962 | — | 0.951 | — | 0.932 | — | |
| Liu et al.2021.01 | 0.898 | 0.835 | 0.958 | 0.891 | 0.837 | 0.914 | 0.961 | — | 0.949 | — | 0.931 | — | |
| Liu et al. [21]2022.03 | 0.898 | 0.835 | 0.958 | 0.891 | 0.837 | 0.914 | 0.961 | — | 0.949 | — | — | 0.931 | |
| Lin et al.2021.02 | 0.896 | 0.831 | 0.956 | 0.867 | 0.796 | 0.898 | 0.95 | 0.924 | 0.945 | 83.5 | 88.6 | — | |
| Lin et al.2021.01 | 0.896 | 0.831 | 0.956 | 0.867 | 0.796 | 0.898 | 0.95 | — | 0.945 | — | 0.927 | — | |
| Lin et al. [17]2022.03 | 0.896 | 0.831 | 0.956 | 0.867 | 0.796 | 0.898 | 0.95 | — | 0.945 | — | — | 0.924 | |
| Yin et al.2021.01 | 0.895 | 0.848 | 0.963 | 0.856 | 0.824 | 0.866 | 0.928 | — | — | — | 0.91 | — | |
| RTNet2021.02 | 0.893 | 0.849 | 0.949 | 0.899 | 0.941 | 0.909 | 0.956 | 0.927 | 0.962 | 90.6 | 91.8 | — | |
| Wei et al.2021.02 | 0.89 | 0.826 | 0.952 | 0.867 | 0.8 | 0.864 | 0.936 | 0.915 | 0.915 | — | — | — | |
| Wei et al.2021.01 | 0.89 | 0.826 | 0.952 | 0.867 | 0.8 | 0.864 | 0.936 | — | 0.956 | — | 0.917 | — | |
| Wei et al. [46]2022.03 | 0.89 | 0.826 | 0.952 | 0.867 | 0.8 | 0.864 | 0.936 | — | 0.956 | — | — | 0.916 | |
| Zhou et al.2021.02 | 0.874 | 0.813 | 0.95 | 0.836 | 0.754 | 0.809 | 0.926 | 0.873 | — | — | — | — | |
| Liu et al.2021.02 | 0.868 | 0.77 | 0.93 | 0.792 | 0.743 | 0.817 | 0.891 | 0.886 | 0.921 | — | — | — | |
| Liu et al.2021.01 | 0.868 | 0.77 | 0.93 | 0.792 | 0.743 | 0.817 | 0.891 | — | 0.921 | — | 0.886 | — | |
| Liu et al. [19]2022.03 | 0.868 | 0.77 | 0.93 | 0.792 | 0.743 | 0.817 | 0.891 | — | 0.921 | — | — | 0.886 | |
| Wei et al.2021.02 | 0.847 | 0.786 | 0.937 | — | — | — | 0.915 | 0.902 | 0.915 | — | — | — | |
| Guo et al. [7]2022.03 | 0.804 | 0.871 | 0.941 | 0.837 | 0.758 | 0.831 | 0.924 | — | 0.938 | — | — | 0.905 | |
| Smith et al.2021.02 | 0.785 | 0.722 | 0.922 | 0.713 | 0.651 | 0.7 | 0.857 | 0.804 | 0.882 | — | — | — | |
| Liu et al.2021.02 | 0.768 | 0.713 | 0.909 | 0.808 | 0.623 | 0.694 | 0.841 | 0.847 | 0.91 | — | — | — |