ChebNet

Reported on 2 benchmarks across 2 tasks · 2 papers · 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-molpcba
Number of params· 2016-06-30
1475003
best: 119529665 (HIG(pre-trained on PCQM4M))
SOTA
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering arXiv:1606.09375
Graph RegressiononZINC
MAE· 2020-12-18
0.36
best: 0.051 (ESA + rings + NodeRWSE + EdgeRWSE)
An Experimental Study of the Transferability of Spectral Graph Networks arXiv:2012.10258