EquiformerV2

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· 2023-06-21
0.67
best: 0.52 (GotenNet (Large))
SOTA
EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations arXiv:2306.12059
Graph Property PredictiononQM9
alpha (ma)· 2023-06-21
47
best: 71 (EGNN)
EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations arXiv:2306.12059
Graph Property PredictiononQM9
gap (meV)· 2023-06-21
29
best: 48 (EGNN)
EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations arXiv:2306.12059
Graph Property PredictiononQM9
logMAE· 2023-06-21
-5.87
best: -6.41 (GotenNet (Large))
EquiformerV2: Improved Equivariant Transformer for Scaling to Higher-Degree Representations arXiv:2306.12059