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Table 9 Gated temporal segment network on HMDB-51 (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

54.31%

0.0

1.0

62.35%

0.9

0.1

59.15%

0.8

0.2

63.46%

0.7

0.3

66.73%

0.6

0.4

68.95%

0.5

0.5

69.93%

0.4

0.6

69.93%

0.3

0.7

68.63%

0.2

0.8

67.45%

0.1

0.9

65.36%

Gating

 

70%