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Conditional Graph Generation on TPU Tiles
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0.75
Pearson Correlation
Real graphs
0.2196
0.3573
0.495
0.6327
Jun 19, 2025
Pearson Correlation
Spearman Correlation
MAE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Pearson Correlation
Spearman Correlation
MAE
Real graphs
2025.06
0.75
0.83
0.96
LAYERDAG
2025.06
0.65
-
1.2
GRAPHRNN
2025.06
0.62
-
1.3
DIRECTO
guidance=classifier-free
2025.06
0.59
0.63
1.3
ONESHOTDAG
2025.06
0.56
-
1.4
D-VAE
2025.06
0.5
-
1.4
LAYERDAG
T=1
2025.06
0.37
-
2
GRAPHPNAS
2025.06
0.24
-
2.1
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