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Table 5 ResNet-50, 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 70.47%
0.0 1.0 64.82%
0.9 0.1 72.21%
0.8 0.2 74.06%
0.7 0.3 75.49%
0.6 0.4 76.78%
0.5 0.5 77.50%
0.4 0.6 77.11%
0.3 0.7 76.15%
0.2 0.8 73.40%
0.1 0.9 70.55%
Gating VGG-16   78.11%
Gating ResNet-50   75.50%
Gating classifier   77.80%