Table 8 Input granularity and feature ablation results (MPJPE in mm, lower is better).

From: Enhanced spatiotemporal skeleton modeling: integrating part-joint attention with dynamic graph convolution

Configuration

80 ms

160 ms

320 ms

400 ms

Joint-Level Only (Pos)

13.0

25.5

49.0

61.0

Part-Level Only (Pos)

12.0

24.0

48.0

59.5

Joint + Part Combined (Pos)

11.5

23.2

47.0

58.0

Joint + Part Combined (Pos+Vel+Acc)

10.8

22.7

46.8

57.8

+ PJA + Dynamic GCN (Full Model)

10.2

22.2

46.3

57.5

  1. Bold values indicate the best result within each column; ties are shown in bold.
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