2-body dynamics prediction on 2-body dynamics OOD three input and output timesteps
0MSEEMLP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EMLPMethod Category=Equiv. architecture2025.06 | 0 | 0 | |
| OracleMethod Category=Data augmentation2025.06 | 0 | 0.0039 | |
| LieAugmenterMethod Category=Symmetry discovery, Mask Restriction=42025.06 | 0.0001 | 0.0042 | |
| LieGAN augMethod Category=Symmetry discovery, Mask Restriction=42025.06 | 0.0001 | 0.0048 | |
| LieAugmenterMethod Category=Symmetry discovery, Mask Restriction=02025.06 | 0.0002 | 0.0049 | |
| LieAugmenterMethod Category=Symmetry discovery, Mask Restriction=22025.06 | 0.0004 | 0.008 | |
| TrivialMethod Category=Data augmentation2025.06 | 0.0145 | 0.0351 | |
| LieGAN augMethod Category=Symmetry discovery, Mask Restriction=22025.06 | 0.0183 | 0.0405 | |
| LieGAN augMethod Category=Symmetry discovery, Mask Restriction=02025.06 | 0.0188 | 0.0415 | |
| Augerino+Method Category=Symmetry discovery, Mask Restriction=42025.06 | 1.64 | 0.188 | |
| Augerino+Method Category=Symmetry discovery, Mask Restriction=02025.06 | 2.68 | 0.198 | |
| Augerino+Method Category=Symmetry discovery, Mask Restriction=22025.06 | 10.9 | 0.187 |