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Benchmarks
Graph Generation on Synthetic (KLD Metrics)
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3.1863
KLD (Cluster)
PGD-VAE
3.054876
3.941988
4.8291
5.716212
Jan 28, 2022
KLD (Cluster)
KLD (Density)
Updated 4d ago
Evaluation Results
Method
Method
Links
KLD (Cluster)
KLD (Density)
PGD-VAE
2022.01
3.1863
0.6824
PGD-VAE-1
Regularization=None
2022.01
3.2672
0.8399
PGD-VAE-3
Decoder Architecture=s...
2022.01
3.385
0.9366
GraphVAE
2022.01
3.5928
0.9051
PGD-VAE-2
Encoder Architecture=GCN
2022.01
4.1596
2.7684
VGAE
2022.01
4.6196
1.4222
GRAN
2022.01
5.7501
2.302
GraphRNN
2022.01
6.4719
3.6064
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