2-body dynamics prediction on 2-body dynamics three input and output timesteps (In-distribution)
0MSEEMLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EMLPMethod Category=Equiv. architecture2025.06 | 0 | 0 | |
| LieAugmenterMethod Category=Symmetry discovery, Mask Restriction=22025.06 | 0 | 0.0046 | |
| LieAugmenterMethod Category=Symmetry discovery, Mask Restriction=42025.06 | 0 | 0.004 | |
| OracleMethod Category=Data augmentation2025.06 | 0 | 0.0051 | |
| LieAugmenterMethod Category=Symmetry discovery, Mask Restriction=02025.06 | 0.0001 | 0.0041 | |
| LieGAN augMethod Category=Symmetry discovery, Mask Restriction=42025.06 | 0.0001 | 0.0042 | |
| LieGAN augMethod Category=Symmetry discovery, Mask Restriction=22025.06 | 0.0027 | 0.0226 | |
| LieGAN augMethod Category=Symmetry discovery, Mask Restriction=02025.06 | 0.0088 | 0.0359 | |
| TrivialMethod Category=Data augmentation2025.06 | 0.0096 | 0.0358 | |
| Augerino+Method Category=Symmetry discovery, Mask Restriction=42025.06 | 1.72 | 0.188 | |
| Augerino+Method Category=Symmetry discovery, Mask Restriction=02025.06 | 4.03 | 0.191 | |
| Augerino+Method Category=Symmetry discovery, Mask Restriction=22025.06 | 8.7 | 0.196 |