1-d diffusion-reaction extrapolation out-of-distribution Sets B1, B2, B3
7.85Relative L1 Error (B1, t=0.35, Diffusion)AE-overtrained
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AE-overtrainedCondition=Continued convergence/Grokking2024.01 | 7.85 | 22.3 | 40.8 | |
| Ricci flow2024.01 | 10.4 | 17.8 | 30.8 | |
| GD-VAE2024.01 | 14.9 | 21.9 | 36.1 | |
| AELatent Space=R^32024.01 | 19.4 | 23.6 | 47.5 | |
| AE-extendedManifold=None, Latent Space=R^32024.01 | 20.8 | 21.7 | 39.2 |