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Table 7 Gated good practice for two streams trained by [12] on UCF-101 (split 1)

From: Gated spatio and temporal convolutional neural network for activity recognition: towards gated multimodal deep learning

RGB weight

Flow weight

Test accuracy

1.0

0.0

79.34%

0.0

1.0

83.60%

0.9

0.1

82.10%

0.8

0.2

84.35%

0.7

0.3

86.47%

0.6

0.4

88.16%

0.5

0.5

89.32%

0.4

0.6

90.02%

0.3

0.7

89.67%

0.2

0.8

88.65%

0.1

0.9

86.73%

Gating

 

91%