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Table 8 Gated temporal segment network 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

85.87%

0.0

1.0

87.89%

0.9

0.1

89.63%

0.8

0.2

91.63%

0.7

0.3

92.98%

0.6

0.4

93.62%

0.5

0.5

93.86%

0.4

0.6

93.66%

0.3

0.7

93.14%

0.2

0.8

91.8%

0.1

0.9

89.98%

Gating

 

94.10%