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Models/HGP-SL

HGP-SL

Reported on 8 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Graphs4 results

Graph ClassificationonMutagenicity
Accuracy· 2019-11-14
82.15
best: 83 (TREE-G)
SOTA
Hierarchical Graph Pooling with Structure Learning arXiv:1911.05954
Graph ClassificationonPROTEINS
Accuracy· 2019-11-14
84.91
SOTA
Hierarchical Graph Pooling with Structure Learning arXiv:1911.05954
Graph ClassificationonENZYMES
Accuracy· 2019-11-14
68.79
best: 78.39 (DSGCN-allfeat)
SOTA
Hierarchical Graph Pooling with Structure Learning arXiv:1911.05954
Graph ClassificationonNCI109
Accuracy· 2019-11-14
80.67
best: 87.3 (WKPI-kcenters)
Hierarchical Graph Pooling with Structure Learning arXiv:1911.05954

Methodology4 results

ClassificationonMutagenicity
Accuracy· 2019-11-14
82.15
best: 83 (TREE-G)
SOTA
Hierarchical Graph Pooling with Structure Learning arXiv:1911.05954
ClassificationonPROTEINS
Accuracy· 2019-11-14
84.91
SOTA
Hierarchical Graph Pooling with Structure Learning arXiv:1911.05954
ClassificationonENZYMES
Accuracy· 2019-11-14
68.79
best: 78.39 (DSGCN-allfeat)
SOTA
Hierarchical Graph Pooling with Structure Learning arXiv:1911.05954
ClassificationonNCI109
Accuracy· 2019-11-14
80.67
best: 87.3 (WKPI-kcenters)
Hierarchical Graph Pooling with Structure Learning arXiv:1911.05954