Per time-step regression on Walker2D
0.617Squared ErrorCfC-mmRNN
Evaluation results
| Method | Links | |
|---|---|---|
| CfC-mmRNNTime per epoch (min)=0.342021.06 | 0.617 | |
| CfCTime per epoch (min)=0.082021.06 | 0.643 | |
| CfC-noGateTime per epoch (min)=0.212021.06 | 0.65 | |
| LTCTime per epoch (min)=0.782021.06 | 0.662 | |
| TransformerTime per epoch (min)=0.82021.06 | 0.761 | |
| ODE-LSTMTime per epoch (min)=0.292021.06 | 0.883 | |
| Cf-STime per epoch (min)=0.122021.06 | 0.948 | |
| CT-LSTMTime per epoch (min)=0.312021.06 | 1.014 | |
| GRU-ODETime per epoch (min)=0.562021.06 | 1.051 | |
| PhasedLSTMTime per epoch (min)=0.252021.06 | 1.063 | |
| Augmented LSTMTime per epoch (min)=0.12021.06 | 1.065 | |
| Bi-directional RNNTime per epoch (min)=0.392021.06 | 1.071 | |
| GRU-DTime per epoch (min)=0.112021.06 | 1.09 | |
| CT-GRUTime per epoch (min)=0.182021.06 | 1.172 | |
| CT-RNNTime per epoch (min)=0.912021.06 | 1.198 | |
| RNN-DecayTime per epoch (min)=0.162021.06 | 1.406 | |
| Lipschitz RNNTime per epoch (min)=0.172021.06 | 1.781 | |
| ODE-RNNTime per epoch (min)=0.792021.06 | 1.904 | |
| coRNNTime per epoch (min)=0.182021.06 | 3.241 |