Regression on Pendulum (test)
0.0034MSES5
Evaluation Results
| Method | Links | |
|---|---|---|
| S5Runtime (sec/train epoch)=0.252022.08 | 0.0034 | |
| CRURuntime (sec/train epoch)=22, implementation=our run2022.08 | 0.0039 | |
| S5-appendRuntime (sec/train epoch)=0.25, variant=ablation2022.08 | 0.0041 | |
| CRURuntime (sec/train epoch)=36*, Original Report=Schirmer et al. (2022)2022.08 | 0.0046 | |
| RKN-ΔtRuntime (sec/train epoch)=20*, Original Report=Schirmer et al. (2022)2022.08 | 0.0051 | |
| GRU-ΔtRuntime (sec/train epoch)=12*, Original Report=Schirmer et al. (2022)2022.08 | 0.0054 | |
| f-CRURuntime (sec/train epoch)=29*, Original Report=Schirmer et al. (2022)2022.08 | 0.0062 | |
| S5-dropRuntime (sec/train epoch)=0.25, variant=ablation2022.08 | 0.0067 | |
| ODE-RNNRuntime (sec/train epoch)=37*, Original Report=Schirmer et al. (2022)2022.08 | 0.0073 | |
| RKNRuntime (sec/train epoch)=20*, Original Report=Schirmer et al. (2022)2022.08 | 0.0084 | |
| GRURuntime (sec/train epoch)=12*, Original Report=Schirmer et al. (2022)2022.08 | 0.0094 | |
| GRU-ODE-BRuntime (sec/train epoch)=60*, Original Report=Schirmer et al. (2022)2022.08 | 0.0098 | |
| Latent ODERuntime (sec/train epoch)=52*, Original Report=Schirmer et al. (2022)2022.08 | 0.0157 | |
| mTANDRuntime (sec/train epoch)=3*, Original Report=Schirmer et al. (2022)2022.08 | 0.0656 |