UGraphEmb-F

Reported on 6 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Graphs3 results

Graph ClassificationonWeb
Accuracy· 2019-04-01
45.03
SOTA
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity arXiv:1904.01098
Graph ClassificationonREDDIT-MULTI-12K
Accuracy· 2019-04-01
41.84
best: 47.08 (GNN (DiffPool))
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity arXiv:1904.01098
Graph ClassificationonNCI109
Accuracy· 2019-04-01
74.48
best: 87.3 (WKPI-kcenters)
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity arXiv:1904.01098

Methodology3 results

ClassificationonWeb
Accuracy· 2019-04-01
45.03
SOTA
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity arXiv:1904.01098
ClassificationonREDDIT-MULTI-12K
Accuracy· 2019-04-01
41.84
best: 47.08 (GNN (DiffPool))
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity arXiv:1904.01098
ClassificationonNCI109
Accuracy· 2019-04-01
74.48
best: 87.3 (WKPI-kcenters)
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity arXiv:1904.01098