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Binary graph structure recovery on Small-world (WS) binary (test)
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1.111
Avg Shortest Path Length
Deep-graph
1.0492
1.46635
1.8835
2.30065
Oct 19, 2021
Avg Shortest Path Length
AUC
Clustering Coefficient
GMSE
Updated 1mo ago
Evaluation Results
Method
Method
Links
Avg Shortest Path Length
AUC
Clustering Coefficient
GMSE
Deep-graph
2021.10
1.111
0.519
-
0.873
Deep-Graph
sigma=0.01
2021.10
1.136
0.529
0.906
-
L2G
2021.10
2.225
0.997
-
0.056
groundtruth
2021.10
2.23
-
-
-
Unrolling
sigma=0.01
2021.10
2.328
0.984
0.433
-
L2G
sigma=0.01
2021.10
2.331
0.991
0.382
-
groundtruth
2021.10
2.334
-
0.323
-
PDS
sigma=0.01
2021.10
2.656
0.913
0.514
-
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