PairE

Reported on 6 benchmarks across 1 task · 1 paper · 4 SOTA

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

Graphs6 results

Node ClassificationonPPI
Micro F1· 2022-03-03
94.83
SOTA
Graph Representation Learning Beyond Node and Homophily arXiv:2203.01564
Node ClassificationonCora: fixed 20 node per class
Micro F1· 2022-03-03
75.12
SOTA
Graph Representation Learning Beyond Node and Homophily arXiv:2203.01564
Node ClassificationonPubmed
F1· 2022-03-03
88.57
SOTA
Graph Representation Learning Beyond Node and Homophily arXiv:2203.01564
Node ClassificationonDeezer Romania
Micro-F1· 2022-03-03
0.68
SOTA
Graph Representation Learning Beyond Node and Homophily arXiv:2203.01564
Node ClassificationonDBLP
Micro F1· 2022-03-03
80.58
best: 87.86 (DAOR)
Graph Representation Learning Beyond Node and Homophily arXiv:2203.01564
Node ClassificationonCiteseer
Accuracy· 2022-03-03
75.53
best: 76.33 (3ference)
Graph Representation Learning Beyond Node and Homophily arXiv:2203.01564