Forecasting on Reaction-Diffusion (test)
-1.7Normalized Log-LikelihoodAGNP
Evaluation Results
| Method | Links | |
|---|---|---|
| AGNPInput Variables=w(z, t), Output Variables=u(z, t)2023.06 | -1.7 | |
| AGNPtype=Attentive GNP variant2023.06 | -1.58 | |
| ACNPtype=Attentive2023.06 | -0.65 | |
| CNP2023.06 | -0.51 | |
| GNP2023.06 | -0.5 | |
| RGNPequivariance=translational2023.06 | -0.18 | |
| RCNPequivariance=translational2023.06 | 0.07 | |
| RCNPInput Variables=w(z, t), Output Variables=u(z, t), Input Encoding=non-relational2023.06 | 0.29 | |
| ACNPInput Variables=w(z, t), Output Variables=u(z, t)2023.06 | 0.38 | |
| GNPInput Variables=w(z, t), Output Variables=u(z, t)2023.06 | 0.41 | |
| CNPInput Variables=w(z, t), Output Variables=u(z, t)2023.06 | 0.46 | |
| RGNPInput Variables=w(z, t), Output Variables=u(z, t), Input Encoding=non-relational2023.06 | 0.63 |