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Table 1 VGG-16, 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 46.34%
0.0 1.0 66.80%
0.9 0.1 53.27%
0.8 0.2 58.72%
0.7 0.3 63.60%
0.6 0.4 67.54%
0.5 0.5 70.05%
0.4 0.6 71.48%
0.3 0.7 70.69%
0.2 0.8 69.18%
0.1 0.9 69.18%
Gating VGG-16   71.82%
Gating ResNet-50   67.54%
Gating classifier   71.82%