Table 8 Ablation experiment results on Moving MNIST.
From: 3D long time spatiotemporal convolution for complex transfer sequence prediction
NO. | Two-branch | Attention | Non-stationary Feature | MSE\(\downarrow\) | SSIM\(\uparrow\) |
|---|---|---|---|---|---|
1 | - | - | - | 55.1 | 0.871 |
2 | + | - | - | 38.2 | 0.897 |
3 | + | + | - | 28.3 | 0.925 |
4 | - | - | + | 49.3 | 0.882 |
5 | + | + | + | 23.0 | 0.948 |
