Table 1. Results of proposed method.

Networks Feature Dynamite Kill this love
PLCC SRCC PLCC SRCC
ST-GCN Joint 0.6838 0.5857 0.7111 0.5982
Bone 0.7009 0.5920 0.7351 0.6056
Motion 0.6966 0.5808 0.7298 0.5988
AGCN Joint 0.6789 0.5856 0.6927 0.6103
Bone 0.6860 0.5785 0.7070 0.6061
Motion 0.6858 0.6028 0.7080 0.6219
Multimodal transformer Joint+music 0.6456 0.5393 0.6722 0.5587
Bone+music 0.6326 0.5263 0.6477 0.5466
Motion+music 0.6303 0.5165 0.6487 0.5315
Inter-motion only Joint 0.7494 0.6850 0.7769 0.6994
Bone 0.7396 0.6960 0.7696 0.7171
Motion 0.7260 0.6772 0.7407 0.7030
Intra-motion+inter-motion Joint 0.8042 0.7151 0.8410 0.7389
Bone 0.8202 0.7464 0.8573 0.7660
Motion 0.8025 0.7179 0.8249 0.7381
Bone+motion 0.8231 0.7651 0.8313 0.7910
Intra-motion+inter-motion+multimodal BA Joint+music 0.8166 0.7611 0.8497 0.7792
Bone+music 0.8160 0.7642 0.8547 0.7891
Motion+music 0.8028 0.7419 0.8226 0.7690
Bone+motion+music 0.8221 0.7770 0.8609 0.8028
Intra-motion+inter-motion+multimodal BA+KE embedding Bone+motion+music 0.8310 0.7852 0.8654 0.8123