Cleora

Reported on 4 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.

Graphs4 results

Node ClassificationonCiteseer
Accuracy· 2021-02-03
75.7
best: 76.33 (3ference)
SOTA
Cleora: A Simple, Strong and Scalable Graph Embedding Scheme arXiv:2102.02302
Node ClassificationonPubmed
Accuracy· 2021-02-03
80.2
best: 88.9 (3ference)
SOTA
Cleora: A Simple, Strong and Scalable Graph Embedding Scheme arXiv:2102.02302
Node ClassificationonYouTube
Macro-F1@2%· 2021-02-03
30.77
best: 33.69 (LINE)
Cleora: A Simple, Strong and Scalable Graph Embedding Scheme arXiv:2102.02302
Node ClassificationonYouTube
Micro-F1@2%· 2021-02-03
38.59
best: 40.61 (LINE)
Cleora: A Simple, Strong and Scalable Graph Embedding Scheme arXiv:2102.02302