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ResearchFormerly WizWand

Position Regression on n-body (test)

0.004Position MSETransformer-PS
0.0031940.00870.0142050.01971Jun 5, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Transformer-PSarch.=-, sym.=Sn × E(3)2023.060.004
Transformer-GAarch.=-, sym.=Sn × E(3)2023.060.0041
GNN-Canonicalarch.=Sn, sym.=E(3)2023.060.0043
Transformer-Canonicalarch.=-, sym.=Sn × E(3)2023.060.0051
GNN-FAarch.=Sn, sym.=E(3)2023.060.0057
EGNNarch.=Sn × E(3), sym.=-2023.060.0071
Radial Fieldarch.=Sn × E(3), sym.=-2023.060.0104
TFNarch.=Sn × SE(3), sym.=-2023.060.0155
SE(3) Transformerarch.=Sn × SE(3), sym.=-2023.060.0244