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

Table 2.

Performance comparison in the second protocol between rotation-angle-based models via MPJPE from the Human 3.6M dataset

Millisecond 80 ms 160 ms 320 ms 400 ms 560 ms 1000 ms Backbone Parameter (M)
Zero-velocity [12] 24.3 45.3 78.1 90.5 109.2 137.8 - -
DMGNN [13] 15.9 31.3 60.2 72.1 92.2 125.8 GNN 46.9
MMixer-Euler [16] 13.7 29.3 60.0 72.3 91.1 122.8 MLP < 0.1
Ours 11.3 26.8 56.7 69.1 88.8 123.2 MLP < 0.1

The best are highlighted in bold