GCN+FLAG

Reported on 3 benchmarks across 2 tasks · 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
527701
best: 47183040 (Graphormer)
Robust Optimization as Data Augmentation for Large-scale Graphs arXiv:2010.09891
Graph Property Predictiononogbg-molpcba
Number of params· 2020-10-19
565928
best: 119529665 (HIG(pre-trained on PCQM4M))
Robust Optimization as Data Augmentation for Large-scale Graphs arXiv:2010.09891
Node Property Predictiononogbn-arxiv
Number of params· 2020-10-19
142888
best: 1386219488 (SimTeG+TAPE+RevGAT)
Robust Optimization as Data Augmentation for Large-scale Graphs arXiv:2010.09891