GraphMix (GCN)

Reported on 3 benchmarks across 1 task · 1 paper · 3 SOTA

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

Graphs3 results

Node ClassificationonBitcoin-Alpha
F1-score· 2019-09-25
0.6534
SOTA
GraphMix: Improved Training of GNNs for Semi-Supervised Learning arXiv:1909.11715
Node ClassificationonBitcoin-OTC
F1-score· 2019-09-25
0.6635
SOTA
GraphMix: Improved Training of GNNs for Semi-Supervised Learning arXiv:1909.11715
Node ClassificationonCora: fixed 10 node per class
Accuracy· 2019-09-25
79.3
SOTA
GraphMix: Improved Training of GNNs for Semi-Supervised Learning arXiv:1909.11715