EGNN

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Graphs4 results

Graph Property PredictiononQM9
Standardized MAE· 2021-02-19
1.23
best: 0.52 (GotenNet (Large))
SOTA
E(n) Equivariant Graph Neural Networks arXiv:2102.09844
Graph Property PredictiononQM9
alpha (ma)· 2021-02-19
71
SOTA
E(n) Equivariant Graph Neural Networks arXiv:2102.09844
Graph Property PredictiononQM9
gap (meV)· 2021-02-19
48
SOTA
E(n) Equivariant Graph Neural Networks arXiv:2102.09844
Graph Property PredictiononQM9
logMAE· 2021-02-19
-5.43
best: -6.41 (GotenNet (Large))
SOTA
E(n) Equivariant Graph Neural Networks arXiv:2102.09844