Spec-GN

Reported on 3 benchmarks across 3 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 RegressiononZINC-500k
MAE· 2021-12-14
0.0698
best: 0.051 (ESA + rings + NodeRWSE + EdgeRWSE)
SOTA
A New Perspective on the Effects of Spectrum in Graph Neural Networks arXiv:2112.07160
Graph ClassificationonNCI109
Accuracy· 2021-12-14
83.62
best: 87.3 (WKPI-kcenters)
A New Perspective on the Effects of Spectrum in Graph Neural Networks arXiv:2112.07160

Methodology1 result

ClassificationonNCI109
Accuracy· 2021-12-14
83.62
best: 87.3 (WKPI-kcenters)
A New Perspective on the Effects of Spectrum in Graph Neural Networks arXiv:2112.07160