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Node-level Out-of-Distribution Detection on Chameleon (test)
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76.29
AUROC (aleatoric)
Credal final
49.3852
56.3701
63.355
70.3399
Dec 2, 2025
AUROC (aleatoric)
AUROC (epistemic)
Updated 3mo ago
Evaluation Results
Method
Method
Links
AUROC (aleatoric)
AUROC (epistemic)
Credal final
uncertainty_modeling=d...
2025.12
76.29
67.27
Credal ensemble
uncertainty_modeling=d...
2025.12
74.98
29.54
Classical ensemble
uncertainty_modeling=d...
2025.12
74
30.22
CredalLJ
uncertainty_modeling=d...
2025.12
72.37
77.67
KNNLJ
uncertainty_modeling=s...
2025.12
70.06
70.06
Energy
uncertainty_modeling=s...
2025.12
58.25
58.25
ODIN
uncertainty_modeling=s...
2025.12
57.98
57.98
KNN
uncertainty_modeling=s...
2025.12
56.81
56.81
Mahalanobis
uncertainty_modeling=s...
2025.12
51.82
51.82
GNNSafe
uncertainty_modeling=s...
2025.12
50.42
50.42
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