GIN+

Reported on 2 benchmarks across 2 tasks · 1 paper · 1 SOTA

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

Graphs2 results

Graph Property Predictiononogbg-ppa
Number of params· 2025-02-13
8173605
best: 16346166 (PAS+F2GNN)
SOTA
Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence arXiv:2502.09263
Graph RegressiononZINC-500k
MAE· 2025-02-13
0.065
best: 0.051 (ESA + rings + NodeRWSE + EdgeRWSE)
Unlocking the Potential of Classic GNNs for Graph-level Tasks: Simple Architectures Meet Excellence arXiv:2502.09263