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Benchmarks
OOD Detection on PAPILA
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87.7
AUC
CUPID Epistemic
30.604
45.427
60.25
75.073
Mar 11, 2026
AUC
AUPR
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUC
AUPR
CUPID Epistemic
Uncertainty Type=Epist...
2026.03
87.7
85.4
MC Dropout
2026.03
73.3
58.6
BNN
2026.03
70.7
61.2
PostNet Aleatoric
Uncertainty Type=Aleat...
2026.03
63.8
48.7
IGRUE
2026.03
63.6
48.6
PostNet Epistemic
Uncertainty Type=Epist...
2026.03
57.7
42.5
DEC
2026.03
51.5
45.7
CUPID Aleatoric
Uncertainty Type=Aleat...
2026.03
37.9
33.3
Rate-in
2026.03
32.8
32.9
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