Table 7 F1-Score comparison of \(S^*\) and \(S^{**}\)
Dataset | 120*120 | 600*600 |
|---|---|---|
UCF11 | \({S^*}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.654 \({S^*}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.669 | \({S^*}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.678 \({S^*}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.685 |
\({S^{**}}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.878 \({S^{**}}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.907 | \({S^{**}}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.912 \({S^{**}}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.927 | |
UCF50 | \({S^*}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.586 \({S^*}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.627 | \({S^*}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.637 \({S^*}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.681 |
\({S^{**}}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.857 \({S^{**}}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.897 | \({S^{**}}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.905 \({S^{**}}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.924 | |
HMDB51 | \({S^*}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.569 \({S^*}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.614 | \({S^*}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.591 \({S^*}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.637 |
\({S^{**}}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.839 \({S^{**}}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.873 | \({S^{**}}_{F_1^\circ }\) \(_{-Top1\ }\)= 0.876 \({S^{**}}_{F_1^\circ }\) \(_{-Top5\ }\)= 0.904 |