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Table 2 VGG-16, 80 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 65.47%
0.0 1.0 69.66%
0.9 0.1 71.21%
0.8 0.2 72.04%
0.7 0.3 73.55%
0.6 0.4 74.23%
0.5 0.5 76.34%
0.4 0.6 77.01%
0.3 0.7 76.22%
0.2 0.8 73.45%
0.1 0.9 72.32%
Gating VGG-16   75.5%
Gating ResNet-50   74%
Gating classifier   76%