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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%