Forecasting on MuJoCo 30% Dropped (test)
0.008MSEDualDynamics
Evaluation Results
| Method | Links | |
|---|---|---|
| DualDynamics2024.01 | 0.008 | |
| Neural GSDEMemory Usage (MB)=3062024.02 | 0.013 | |
| Neural LSDEMemory Usage (MB)=2492024.02 | 0.014 | |
| Neural LNSDEMemory Usage (MB)=2732024.02 | 0.014 | |
| LEAP2024.01 | 0.022 | |
| LEAPMemory Usage (MB)=1442024.02 | 0.022 | |
| ANCDE2024.01 | 0.025 | |
| EXIT2024.01 | 0.025 | |
| ANCDEMemory Usage (MB)=792024.02 | 0.025 | |
| EXITMemory Usage (MB)=1272024.02 | 0.025 | |
| Neural CDE2024.01 | 0.027 | |
| NCDEMemory Usage (MB)=522024.02 | 0.027 | |
| Neural SDEMemory Usage (MB)=2342024.02 | 0.029 | |
| ACE-NODE2024.01 | 0.053 | |
| ACE-NODEMemory Usage (MB)=4232024.02 | 0.053 | |
| Latent-ODE2024.01 | 0.056 | |
| Augmented-ODE2024.01 | 0.056 | |
| Latent-ODEMemory Usage (MB)=3142024.02 | 0.056 | |
| Augmented-ODEMemory Usage (MB)=2862024.02 | 0.056 | |
| GRU-∆t2024.01 | 0.198 | |
| GRU-∆tMemory Usage (MB)=5332024.02 | 0.198 | |
| ODE-RNN2024.01 | 0.274 | |
| ODE-RNNMemory Usage (MB)=1152024.02 | 0.274 | |
| GRU-D2024.01 | 0.608 | |
| GRU-DMemory Usage (MB)=5692024.02 | 0.608 | |
| GRU-ODE2024.01 | 0.857 | |
| GRU-ODEMemory Usage (MB)=1462024.02 | 0.857 |