EURASIP Journal on Image and Video Processing

Table 4 ResNet-50, 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	69.83%
0.0	1.0	63.84%
0.9	0.1	71.60%
0.8	0.2	72.98%
0.7	0.3	74.36%
0.6	0.4	75.76%
0.5	0.5	76.39%
0.4	0.6	76.39%
0.3	0.7	74.94%
0.2	0.8	72.24%
0.1	0.9	69.49%
Gating VGG-16		77.21%
Gating ResNet-50		74.36%
Gating classifier		77.21%

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