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OOD Detection on PubMed (LoC)
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57.2
AUC-PR (Aleatoric)
GPRGNN
45.76
48.73
51.7
54.67
May 28, 2025
AUC-PR (Aleatoric)
AUC-PR (Epistemic)
Accuracy
Updated 22d ago
Evaluation Results
Method
Method
Links
AUC-PR (Aleatoric)
AUC-PR (Epistemic)
Accuracy
GPRGNN
Backbone=Res-GCN
2025.05
57.2
57.3
95.2
GPN
Backbone=Res-GCN
2025.05
55.7
61.3
91.2
FAGCN
Backbone=Res-GCN
2025.05
55.5
55.6
94.7
SGCN
Backbone=Res-GCN
2025.05
55.1
54.4
94.6
BGCN
Backbone=Res-GCN
2025.05
54.3
53.1
94.3
FSGNN
Backbone=Res-GCN
2025.05
50.2
50.1
95.4
Ens.
Backbone=Res-GCN
2025.05
48.2
48.9
94.9
MCD
Backbone=Res-GCN
2025.05
46.4
47.1
94.9
EBM
Backbone=Res-GCN
2025.05
46.2
47
94.9
Safe
Backbone=Res-GCN
2025.05
46.2
47.7
94.9
GEBM
Backbone=Res-GCN
2025.05
46.2
51.9
94.9
JLDE
Backbone=Res-GCN
2025.05
46.2
47.4
94.9
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