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Models/R-DGAE

R-DGAE

Reported on 9 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.

Graphs9 results

Graph ClusteringonCiteseer
ACC· 2021-07-19
70.5
SOTA
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering arXiv:2107.08562
Graph ClusteringonCiteseer
ARI· 2021-07-19
47.1
SOTA
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering arXiv:2107.08562
Graph ClusteringonCiteseer
NMI· 2021-07-19
45
SOTA
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering arXiv:2107.08562
Graph ClusteringonPubmed
ACC· 2021-07-19
71.4
best: 74 (R-GMM-VGAE)
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering arXiv:2107.08562
Graph ClusteringonPubmed
ARI· 2021-07-19
34.6
best: 37.9 (R-GMM-VGAE)
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering arXiv:2107.08562
Graph ClusteringonPubmed
NMI· 2021-07-19
34.4
best: 35.5 (RWR-GAE)
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering arXiv:2107.08562
Graph ClusteringonCora
ACC· 2021-07-19
73.7
best: 76.7 (R-GMM-VGAE)
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering arXiv:2107.08562
Graph ClusteringonCora
ARI· 2021-07-19
54.1
best: 57.9 (R-GMM-VGAE)
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering arXiv:2107.08562
Graph ClusteringonCora
NMI· 2021-07-19
56
best: 57.3 (R-GMM-VGAE)
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering arXiv:2107.08562