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Hallucination Detection on GSM8K

90.37AUROC

ARS (CCS)

59.617267.601175.58583.5689Feb 6, 2025Apr 29, 2025Jul 21, 2025Oct 12, 2025Jan 2, 2026Mar 26, 2026Jun 17, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.01
90.37
2026.01
89.88
2026.04
85.4
2026.04
84.5
2026.04
84.5
2026.04
84.3
2026.04
84.1
2025.08
83.79
2026.01
83.78
2026.04
83.5
2026.01
83.15
2025.02
82.7
2026.04
82.6
2026.04
82.5
2026.04
82.4
2026.04
81.9
2026.04
81.6
2026.04
81.6
2026.04
81.3
2026.04
81.2
2026.04
81.1
2026.02
80.6
2026.04
80.4
2026.04
80.3
2026.04
80.2
2026.04
79.7
2026.04
79.7
2026.04
79.4
2025.02
79.25
2025.02
78.5
2026.01
78.29
2026.04
78.2
2026.04
78
2026.01
77.62
2026.04
77.5
2025.02
77.2
2026.02
77.19
2026.02
77.19
2026.02
76.86
2026.05
76.6
2025.02
76.53
2026.02
76.36
2026.02
76.32
2026.02
76.22
2025.02
76.14
2025.02
75.85
2026.02
75.83
2026.02
75.75
2026.02
75.59
2025.08
75.57
2026.02
75.5
2026.04
75.2
2026.02
75.13
2026.02
74.99
2026.04
74.9
2026.01
74.72
2026.02
74.38
2026.04
74.3
2026.02
74.29
2026.04
74.1
2025.08
74.1
2026.02
73.9
2026.02
73.66
2026.02
73.29
2026.02
73.01
2026.01
72.55
2026.01
72.51
2025.02
72.51
2026.02
72.02
2026.06
72
2025.08
71.92
2026.04
71.9
2025.02
71.56
2026.02
71.54
2026.04
71.2
2026.02
70.88
2026.02
70.68
2026.01
70.38
2026.02
70.31
2026.05
70.2
2026.06
70
2026.02
69.63
2026.01
68.59
2026.02
66.83
2026.01
66.38
2025.02
65.86
2026.04
65.7
2025.08
64.7
2026.02
64.4
2026.04
63.8
2025.08
63.61
2026.04
62.7
2026.04
62.6
2025.08
62.34
2025.08
62.24
2026.01
61.98
2026.01
61.67
2026.04
61.6
2025.08
61.24
2026.01
60.8
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