PIN

Reported on 3 benchmarks across 3 tasks · 1 paper

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

Graphs2 results

Graph RegressiononZINC
MAE· 2023-08-13
0.096
best: 0.051 (ESA + rings + NodeRWSE + EdgeRWSE)
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes arXiv:2308.06838
Graph ClassificationonNCI109
Accuracy· 2023-08-13
84
best: 87.3 (WKPI-kcenters)
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes arXiv:2308.06838

Methodology1 result

ClassificationonNCI109
Accuracy· 2023-08-13
84
best: 87.3 (WKPI-kcenters)
Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes arXiv:2308.06838