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O.O.D. detection on Amazon Ratings (Near-Features)
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13.3
AUC-PR (Aleatoric)
Ens.
8.516
9.758
11
12.242
May 28, 2025
AUC-PR (Aleatoric)
AUC-PR (Epistemic)
Accuracy
Updated 2mo ago
Evaluation Results
Method
Method
Links
AUC-PR (Aleatoric)
AUC-PR (Epistemic)
Accuracy
Ens.
Backbone=Res-GCN
2025.05
13.3
15.7
48.2
GPRGNN
Backbone=Res-GCN
2025.05
12.7
16.8
50.6
FAGCN
Backbone=Res-GCN
2025.05
12.5
13.7
51.2
MCD
Backbone=Res-GCN
2025.05
12
13.1
48.2
SGCN
Backbone=Res-GCN
2025.05
11.3
11.2
47.2
EBM
Backbone=Res-GCN
2025.05
11.3
12
48.2
Safe
Backbone=Res-GCN
2025.05
11.3
11.8
48.2
GEBM
Backbone=Res-GCN
2025.05
11.3
9.1
48.2
JLDE
Backbone=Res-GCN
2025.05
11.3
15.3
48.2
GPN
Backbone=Res-GCN
2025.05
11.2
10.3
46.8
BGCN
Backbone=Res-GCN
2025.05
11.2
9
44.2
FSGNN
Backbone=Res-GCN
2025.05
8.7
7.8
49.1
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