Skip to main content

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%