N-body simulation on n-body d=3 (test)
0.0043MSE (Test)CN-GNN
Evaluation results
| Method | Links | |
|---|---|---|
| CN-GNNdimension=3, parameter_budget=~25,0002023.12 | 0.0043 | |
| FA-GNNdimension=3, parameter_budget=~25,0002023.12 | 0.0057 | |
| Sign Equivariantdimension=3, parameter_budget=~25,0002023.12 | 0.0065 | |
| EGNNdimension=3, parameter_budget=~25,0002023.12 | 0.0071 | |
| Radial Fielddimension=3, parameter_budget=~25,0002023.12 | 0.0104 | |
| TFNdimension=3, parameter_budget=~25,0002023.12 | 0.0155 | |
| SE(3) Transformerdimension=3, parameter_budget=~25,0002023.12 | 0.0244 | |
| Lineardimension=3, parameter_budget=~25,0002023.12 | 0.0819 |