GIN+virtual node

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

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

Graphs4 results

Graph Property Predictiononogbg-molhiv
Number of params· 2018-10-01
3336306
best: 47183040 (Graphormer)
SOTA
How Powerful are Graph Neural Networks?arXiv:1810.00826
Graph Property Predictiononogbg-code2
Number of params· 2018-10-01
13841815
best: 63684290 (GMAN+bag of tricks)
SOTA
How Powerful are Graph Neural Networks?arXiv:1810.00826
Graph Property Predictiononogbg-ppa
Number of params· 2018-10-01
3288042
best: 16346166 (PAS+F2GNN)
SOTA
How Powerful are Graph Neural Networks?arXiv:1810.00826
Graph Property Predictiononogbg-molpcba
Number of params· 2018-10-01
3374533
best: 119529665 (HIG(pre-trained on PCQM4M))
SOTA
How Powerful are Graph Neural Networks?arXiv:1810.00826