GatedGCN+

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· 2025-02-13
1076633
best: 47183040 (Graphormer)
Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence arXiv:2502.09263
Graph Property Predictiononogbg-ppa
Number of params· 2025-02-13
5547557
best: 16346166 (PAS+F2GNN)
Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence arXiv:2502.09263
Graph Property Predictiononogbg-molpcba
Number of params· 2025-02-13
6016860
best: 119529665 (HIG(pre-trained on PCQM4M))
Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence arXiv:2502.09263