GraphGAN

Reported on 3 benchmarks across 1 task · 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

Node ClassificationonWikipedia
Macro-F1· 2017-11-22
0.194
SOTA
GraphGAN: Graph Representation Learning with Generative Adversarial Nets arXiv:1711.08267
Node ClassificationonBlogCatalog
Accuracy· 2017-11-22
23.2
best: 87.3 (ISNE)
SOTA
GraphGAN: Graph Representation Learning with Generative Adversarial Nets arXiv:1711.08267
Node ClassificationonBlogCatalog
Macro-F1· 2017-11-22
0.221
best: 0.2581 (node2vec)
GraphGAN: Graph Representation Learning with Generative Adversarial Nets arXiv:1711.08267