EURASIP Journal on Image and Video Processing

Table 1 VGG-16, 40 epochs, 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	46.34%
0.0	1.0	66.80%
0.9	0.1	53.27%
0.8	0.2	58.72%
0.7	0.3	63.60%
0.6	0.4	67.54%
0.5	0.5	70.05%
0.4	0.6	71.48%
0.3	0.7	70.69%
0.2	0.8	69.18%
0.1	0.9	69.18%
Gating VGG-16		71.82%
Gating ResNet-50		67.54%
Gating classifier		71.82%

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