Moving MNIST
Benchmarks
TaskDatasetSOTA resultTrendResults
Moving MNIST
0.971SSIM
83
Moving MNIST (test)
15.67MSE
82
Moving-MNIST 10 → 10 (test)
15.05MSE
39
Moving MNIST 10000 sequences (val)
12.4MSE
22
Moving MNIST 10 time steps 3-digit (test)
0.814SSIM
11
Moving MNIST 10 time steps 2-digit (test)
89.8SSIM
11
Moving MNIST unbiased (test)
30.7MSE
10
Moving MNIST two-digits (test)
18.25PSNR
9
Moving-MNIST 10 → 30 (test)
73.2MSE
8
Moving MNIST
0.917SSIM
7
Moving MNIST 55 (test)
23.8MSE
7
Moving-MNIST (test)
47.28FVD (16 frames)
5
Moving MNIST 64 x 64 video
415.42FVD
4
Moving MNIST gravity shift
0.824D_shift^n=50 Mean
3
Moving MNIST sequences 54, 57 T=1000 frames
0.011Median Wasserstein Distance (W1)
3