Learning latent dynamics on R-D (reaction-diffusion) (test)
0.0738RMSENODE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| NODE# Parameters=3064, Latent dimension (nz)=42024.09 | 0.0738 | 5.36 | 96.83 | |
| 1st-order coRNN# Parameters=20, Latent dimension (nz)=4, 1st-order version=true2024.09 | 0.0741 | 5.35 | 97.24 | |
| CFA-CON# Parameters=24, Latent dimension (nz)=4, 1st-order version=true2024.09 | 0.1068 | 5.05 | 94.18 | |
| CON# Parameters=24, Latent dimension (nz)=4, 1st-order version=true2024.09 | 0.111 | 5.03 | 93.72 | |
| GRU# Parameters=52, Latent dimension (nz)=4, 1st-order version=true2024.09 | 0.3232 | 3.99 | 67.98 | |
| RNN# Parameters=20, Latent dimension (nz)=4, 1st-order version=true2024.09 | 0.3763 | 3.82 | 44.63 |