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Benchmarks
Out-of-Distribution Detection on Amazon Ratings Far-Features (Metrics: AUC-PR (Alea.), AUC-PR (Epi.), Acc.)
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30.8
AUC-PR (Alea.)
EBM
6.36
12.705
19.05
25.395
May 28, 2025
AUC-PR (Alea.)
AUC-PR (Epi.)
Accuracy
Updated 22d ago
Evaluation Results
Method
Method
Links
AUC-PR (Alea.)
AUC-PR (Epi.)
Accuracy
EBM
Backbone=Res-GCN
2025.05
30.8
71.1
47.3
Safe
Backbone=Res-GCN
2025.05
30.8
16.9
47.3
GEBM
Backbone=Res-GCN
2025.05
30.8
14.3
47.3
JLDE
Backbone=Res-GCN
2025.05
30.8
89
47.3
Ens.
Backbone=Res-GCN
2025.05
26.3
9.1
47.3
MCD
Backbone=Res-GCN
2025.05
25.4
7.1
47.3
GPN
Backbone=Res-GCN
2025.05
10.7
12.7
47
FSGNN
Backbone=Res-GCN
2025.05
9.6
6.5
38.6
GPRGNN
Backbone=Res-GCN
2025.05
9.3
48.1
34.1
BGCN
Backbone=Res-GCN
2025.05
8.8
22.4
33.5
FAGCN
Backbone=Res-GCN
2025.05
7.9
7.4
31.7
SGCN
Backbone=Res-GCN
2025.05
7.3
6.8
33.5
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