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Benchmarks
Node-level classification on Facebook
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91.9
Accuracy
DEMO-Net
36.78
51.09
65.4
79.71
Jun 5, 2019
Apr 30, 2020
Mar 26, 2021
Feb 19, 2022
Jan 15, 2023
Dec 11, 2023
Nov 6, 2024
Accuracy
Runtime (s)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Runtime (s)
DEMO-Net
variant=weight
2019.06
91.9
-
DEMO-Net
variant=hash
2019.06
88.7
-
Efficient Graph Property Inference Attack
Setting=white-box
2024.11
71.4
254
PIR-D
Setting=white-box
2024.11
67.8
1,733
GCN cheby
2019.06
64.6
-
AIA
Setting=white-box
2024.11
64.3
1,741
GPIA
Setting=white-box
2024.11
60.7
1,791
PIR-S
Setting=white-box
2024.11
60.2
1,762
Union
2019.06
60
-
Intersection
2019.06
59.8
-
GCN
2019.06
57.5
-
GAT
2019.06
57
-
GraphSAGE
2019.06
38.9
-
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