Table 3 AP Scores using the HRFormer and ViTPose backbones
Model | HRFormer-S | HRFormer-B | ViTPose-S | ViTPose-B |
---|---|---|---|---|
RGB | 0.747 ± 0.112 | 0.760 ± 0.099 | 0.714 ± 0.098 | 0.693 ± 0.129 |
Depth | 0.788 ± 0.097 | 0.795 ± 0.091 | 0.657 ± 0.143 | 0.671 ± 0.139 |
IR | 0.764 ± 0.093 | 0.776 ± 0.088 | 0.657 ± 0.131 | 0.711 ± 0.108 |
EIF-RGB-D | 0.764 ± 0.086 | 0.783 ± 0.077 | 0.663 ± 0.076 | 0.698 ± 0.073 |
EIF-RGB-IR | 0.770 ± 0.089 | 0.795 ± 0.077 | 0.645 ± 0.096 | 0.682 ± 0.077 |
EIF-D-IR | 0.788 ± 0.087 | 0.795 ± 0.081 | 0.662 ± 0.14 | 0.671 ± 0.14 |
EIF-RGB-D-IR | 0.780 ± 0.090 | 0.777 ± 0.079 | 0.653 ± 0.082 | 0.690 ± 0.079 |
IIF-1 | 0.785 ± 0.096 | 0.794 ± 0.094 | 0.751 ± 0.105 | 0.714 ± 0.100 |
IIF-2 | 0.800 ± 0.096 | 0.809 ± 0.085 | 0.715 ± 0.096 | 0.753 ± 0.121 |
IIF-3 | 0.785 ± 0.098 | 0.804 ± 0.088 | 0.710 ± 0.110 | 0.746 ± 0.118 |
IIF-4 | 0.753 ± 0.103 | 0.759 ± 0.095 | 0.721 ± 0.093 | 0.742 ± 0.091 |
LIF-1 | 0.752 ± 0.103 | 0.752 ± 0.103 | 0.671 ± 0.096 | 0.676 ± 0.110 |
LIF-2 | 0.772 ± 0.097 | 0.772 ± 0.097 | 0.661 ± 0.092 | 0.674 ± 0.103 |
LIF-3 | 0.764 ± 0.105 | 0.761 ± 0.104 | 0.625 ± 0.106 | 0.643 ± 0.106 |
LIF-4 | 0.741 ± 0.107 | 0.744 ± 0.096 | 0.655 ± 0.093 | 0.679 ± 0.101 |