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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%