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Benchmarks
Out-of-Distribution Detection on Roman Empire Far-Features (AUC-PR)
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52.6
AUC-PR (Aleatoric)
Ens.
3.72
16.41
29.1
41.79
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
Ens.
Backbone=Res-GCN
2025.05
52.6
35.7
70.6
EBM
Backbone=Res-GCN
2025.05
34.6
66.3
70.6
Safe
Backbone=Res-GCN
2025.05
34.6
31.5
70.6
GEBM
Backbone=Res-GCN
2025.05
34.6
37.1
70.6
JLDE
Backbone=Res-GCN
2025.05
34.6
100
70.6
MCD
Backbone=Res-GCN
2025.05
33.4
15.6
70.6
GPN
Backbone=Res-GCN
2025.05
11.4
30
38
BGCN
Backbone=Res-GCN
2025.05
7.6
29.4
28.8
FSGNN
Backbone=Res-GCN
2025.05
6.8
5.2
56.9
FAGCN
Backbone=Res-GCN
2025.05
6.8
5.5
44.3
GPRGNN
Backbone=Res-GCN
2025.05
5.8
72.9
61
SGCN
Backbone=Res-GCN
2025.05
5.6
5.4
30.6
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