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Harmfulness Detection on BeaverTails bottom 30% uncertainty slice (test)

85.1AUROC

Geometry-Lite

68.9873.16577.3581.535May 18, 2026
Updated 13d ago

Evaluation Results

MethodLinks
2026.05
85.1
2026.05
83.8
2026.05
83.8
2026.05
83.7
2026.05
83.6
2026.05
83.4
2026.05
83
2026.05
82.9
2026.05
82.7
2026.05
82.7
2026.05
82.6
2026.05
82.6
2026.05
82.5
2026.05
82.4
2026.05
82.3
2026.05
82.3
2026.05
82.2
2026.05
82
2026.05
81.9
2026.05
81
2026.05
81
2026.05
80.7
2026.05
80.6
2026.05
80
2026.05
79.9
2026.05
79.8
2026.05
79.5
2026.05
79.4
2026.05
79.1
2026.05
78.9
2026.05
78.3
2026.05
78.1
2026.05
77.4
2026.05
77.4
2026.05
77.3
2026.05
77.1
2026.05
76.9
2026.05
76.6
2026.05
76.3
2026.05
76.3
2026.05
76.1
2026.05
76.1
2026.05
75.8
2026.05
75.7
2026.05
75.7
2026.05
75.5
2026.05
75.2
2026.05
75
2026.05
75
2026.05
74.9
2026.05
74.9
2026.05
74.8
2026.05
74.5
2026.05
74.1
2026.05
73.5
2026.05
73.5
2026.05
73.1
2026.05
72.9
2026.05
72.8
2026.05
72.5
2026.05
72.3
2026.05
72.2
2026.05
72
2026.05
72
2026.05
70.9
2026.05
70.3
2026.05
69.9
2026.05
69.8
2026.05
69.7
2026.05
69.6