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. 2024 Oct 28;7:26. doi: 10.1186/s42492-024-00176-5

Table 8.

Performance comparison between different methods using AMPJPE on various Human 3.6M

Method Standard View-distance View-angle Both Parameter(M)
Zero-velocity 92.80 93.42 92.80 93.42 0
LTD 69.21 72.72 82.90 84.50 2.6
PGBIG 66.27 70.07 80.17 81.65 1.7
DMGNNa   78.63 78.89 78.63 78.89 46.9
STSGCN 75.43 88.70 103.92 115.80 <0.10
MMixer-Eulera   77.14 77.89 77.14 77.89 <0.10
MMixer-3D 72.19 75.02 83.28 84.61 <0.10
siMLPe 71.91 96.72 88.18 111.09 0.14
Ours 75.40 75.77 75.40 75.77 <0.10

The best are highlighted in bold. aindicates a method that is based on 3D joint rotational angles. Standard: unprocessed dataset; View-distance: skeleton template scaling; View-angle: skeleton template rotation; Both: skeleton template scaling and rotation