Equiformer

Reported on 4 benchmarks across 1 task · 1 paper · 1 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· 2022-06-23
0.7
best: 0.52 (GotenNet (Large))
SOTA
Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs arXiv:2206.11990
Graph Property PredictiononQM9
alpha (ma)· 2022-06-23
46
best: 71 (EGNN)
Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs arXiv:2206.11990
Graph Property PredictiononQM9
gap (meV)· 2022-06-23
30
best: 48 (EGNN)
Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs arXiv:2206.11990
Graph Property PredictiononQM9
logMAE· 2022-06-23
-5.82
best: -6.41 (GotenNet (Large))
Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs arXiv:2206.11990