MXMNet

Reported on 3 benchmarks across 3 tasks · 1 paper · 2 SOTA

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

Medical2 results

Drug DiscoveryonQM9
Error ratio· 2020-11-15
0.382
best: 0.363 (PAMNet)
SOTA
Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures arXiv:2011.07457
Atomistic DescriptiononQM9
MAE· 2020-11-15
0.137
best: 0.00467 (Uni-Mol)
Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures arXiv:2011.07457

Miscellaneous1 result

Formation EnergyonQM9
MAE· 2020-11-15
0.137
best: 0.09 (TensorNet)
SOTA
Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures arXiv:2011.07457