EURASIP Journal on Image and Video Processing

Table 6 ResNet-50, 300 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	78.08%
0.0	1.0	74.89%
0.9	0.1	80.10%
0.8	0.2	82.08%
0.7	0.3	83.64%
0.6	0.4	84.72%
0.5	0.5	86.22%
0.4	0.6	86.25%
0.3	0.7	85.30%
0.2	0.8	82.97%
0.1	0.9	79.61%
Gating VGG-16		86.25%
Gating ResNet-50		83.64%
Gating classifier		85.30%

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