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Transductive Node Classification Unlearning on Pubmed
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-0.8
Delta RA (%)
GraphEditor
-1.0264
0.5018
2.03
3.5582
Dec 8, 2025
Delta RA (%)
MI ROC-AUC (Pre)
MI ROC-AUC (Post)
Updated 4d ago
Evaluation Results
Method
Method
Links
Delta RA (%)
MI ROC-AUC (Pre)
MI ROC-AUC (Post)
GraphEditor
Backbone=GCN
2025.12
-0.8
0.509
0.518
IDEA
Backbone=GCN
2025.12
0.03
0.509
0.506
IDEA
Backbone=GAT
2025.12
0.03
0.509
0.506
GraphEditor
Backbone=GAT
2025.12
0.07
0.505
0.508
Retrain
Backbone=GAT
2025.12
4.65
0.502
0.504
GNNDelete
Backbone=GAT
2025.12
4.67
0.502
0.503
Retrain
Backbone=GCN
2025.12
4.86
0.509
0.512
GNNDelete
Backbone=GCN
2025.12
4.86
0.509
0.509
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