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Table 5 Comparison with previous published results (%)

From: Quantitative comparison of motion history image variants for video-based depression assessment

Approach

Accuracy

Average recall

F1

Sennoussaoui et al. [14]

82.0

–

–

Alghowinem et al. [15]

–

81.3

–

Pampouchidou et al. [16]

74.5

–

–

Pampouchidou et al. [17]

–

–

58.6

Proposed (VGG feature fusion)

89.0

88.6

87.4

  1. The bold values corresponded to the highest performing approach