GCN+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· 2016-09-09
1978801
best: 47183040 (Graphormer)
SOTA
Semi-Supervised Classification with Graph Convolutional Networks arXiv:1609.02907
Graph Property Predictiononogbg-code2
Number of params· 2016-09-09
12484310
best: 63684290 (GMAN+bag of tricks)
SOTA
Semi-Supervised Classification with Graph Convolutional Networks arXiv:1609.02907
Graph Property Predictiononogbg-ppa
Number of params· 2016-09-09
1930537
best: 16346166 (PAS+F2GNN)
SOTA
Semi-Supervised Classification with Graph Convolutional Networks arXiv:1609.02907
Graph Property Predictiononogbg-molpcba
Number of params· 2016-09-09
2017028
best: 119529665 (HIG(pre-trained on PCQM4M))
SOTA
Semi-Supervised Classification with Graph Convolutional Networks arXiv:1609.02907