CT-Layer (PE)

Reported on 5 benchmarks across 1 task · 1 paper · 1 SOTA

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

Graphs5 results

Node ClassificationonPubmed
Accuracy· 2022-06-15
86.07
best: 88.9 (3ference)
SOTA
DiffWire: Inductive Graph Rewiring via the Lovász Bound arXiv:2206.07369
Node ClassificationonWisconsin
Accuracy· 2022-06-15
69.25
best: 88.77 (MGNN + Hetero-S (6 layers))
DiffWire: Inductive Graph Rewiring via the Lovász Bound arXiv:2206.07369
Node ClassificationonCornell
Accuracy· 2022-06-15
58.02
best: 82.4324 (FDGATII)
DiffWire: Inductive Graph Rewiring via the Lovász Bound arXiv:2206.07369
Node ClassificationonCiteseer
Accuracy· 2022-06-15
72.26
best: 76.33 (3ference)
DiffWire: Inductive Graph Rewiring via the Lovász Bound arXiv:2206.07369
Node ClassificationonActor
Accuracy· 2022-06-15
29.35
best: 35.99 (MGNN + Hetero-S (4 layers))
DiffWire: Inductive Graph Rewiring via the Lovász Bound arXiv:2206.07369