Moving MNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Video Prediction | Moving MNIST (test) | MSE15.67 | 82 | |
| Video Prediction | Moving MNIST | SSIM0.97 | 52 | |
| Video Prediction | Moving-MNIST 10 → 10 (test) | MSE15.05 | 39 | |
| Video Prediction | Moving MNIST 10000 sequences (val) | MSE12.4 | 22 | |
| Spatiotemporal Predictive Learning | Moving MNIST 10 time steps 3-digit (test) | SSIM0.814 | 11 | |
| Spatiotemporal Predictive Learning | Moving MNIST 10 time steps 2-digit (test) | SSIM89.8 | 11 | |
| Video Prediction | Moving MNIST unbiased (test) | MSE30.7 | 10 | |
| Video Prediction | Moving MNIST two-digits (test) | PSNR18.25 | 9 | |
| Video Prediction | Moving-MNIST 10 → 30 (test) | MSE73.2 | 8 | |
| Video Prediction | Moving MNIST 55 (test) | MSE23.8 | 7 | |
| Video Generation | Moving-MNIST (test) | FVD (16 frames)47.28 | 5 |
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