Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Node-level Out-of-Distribution Detection on Squirrel (test)
Loading...
0.7502
AUROC (aleatoric)
Credal final
0.343144
0.448822
0.5545
0.660178
Dec 2, 2025
AUROC (aleatoric)
AUROC (epistemic)
Updated 3mo ago
Evaluation Results
Method
Method
Links
AUROC (aleatoric)
AUROC (epistemic)
Credal final
2025.12
0.7502
0.6585
CredalLJ
2025.12
0.7389
0.7704
KNNLJ
2025.12
0.7106
0.7106
Credal ensemble
2025.12
0.5903
0.5366
Classical ensemble
2025.12
0.5832
0.5913
Mahalanobis
2025.12
0.5379
0.5379
KNN
2025.12
0.5279
0.5279
ODIN
2025.12
0.4728
0.4728
Energy
2025.12
0.4447
0.4447
GNNSafe
2025.12
0.3588
0.3588
Feedback
Search any
task
Search any
task