EURASIP Journal on Image and Video Processing

Table 3 VGG-16, 300 epochs, (already overfit) 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	72.45%
0.0	1.0	76.33%
0.9	0.1	79.21%
0.8	0.2	80.23%
0.7	0.3	81.54%
0.6	0.4	82.77%
0.5	0.5	82.81%
0.4	0.6	83.5%
0.3	0.7	82.74%
0.2	0.8	81.22%
0.1	0.9	79.61%
Gating VGG-16		83.5%
Gating ResNet-50		81.24%
Gating classifier		82.10%

Back to article page