GIN+virtual node+FLAG

Reported on 3 benchmarks across 1 task · 1 paper

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

Graphs3 results

Graph Property Predictiononogbg-molhiv
Number of params· 2020-10-19
3336306
best: 47183040 (Graphormer)
Robust Optimization as Data Augmentation for Large-scale Graphs arXiv:2010.09891
Graph Property Predictiononogbg-ppa
Number of params· 2020-10-19
3288042
best: 16346166 (PAS+F2GNN)
Robust Optimization as Data Augmentation for Large-scale Graphs arXiv:2010.09891
Graph Property Predictiononogbg-molpcba
Number of params· 2020-10-19
3374533
best: 119529665 (HIG(pre-trained on PCQM4M))
Robust Optimization as Data Augmentation for Large-scale Graphs arXiv:2010.09891