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Benchmarks
Out-of-Distribution Detection on Roman Empire Near-Features (AUC-PR)
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41.9
AUC-PR (Aleatoric)
GPRGNN
10.908
18.954
27
35.046
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
41.9
43.9
64.8
Ens.
Backbone=Res-GCN
2025.05
27.6
24.7
72.3
FAGCN
Backbone=Res-GCN
2025.05
26.6
46.8
68
MCD
Backbone=Res-GCN
2025.05
23.2
16.9
72.3
EBM
Backbone=Res-GCN
2025.05
21.8
35.6
72.3
Safe
Backbone=Res-GCN
2025.05
21.8
22.6
72.3
GEBM
Backbone=Res-GCN
2025.05
21.8
17.1
72.3
JLDE
Backbone=Res-GCN
2025.05
21.8
63.9
72.3
FSGNN
Backbone=Res-GCN
2025.05
17.9
25.7
71.6
BGCN
Backbone=Res-GCN
2025.05
14.3
8.8
42.4
GPN
Backbone=Res-GCN
2025.05
13.1
17.6
38.1
SGCN
Backbone=Res-GCN
2025.05
12.1
11.9
45.5
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