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Honesty Alignment on Natural Questions (NQ) In-Domain

85.16AUROC

EliCal

Updated 3mo ago

Evaluation Results

Method	Links
EliCal 2025.10		85.16
Cal-Only 2025.10		84.89
EliCal 2025.10		84.57
Cal-Only 2025.10		83.95
EliCal 2025.10		82.38
Consis-Sem 2025.10		80.68
Consis-Sem 2025.10		80.5
EliCal 2025.10		80.46
EliCal 2025.10		79.22
Cal-Only 2025.10		78.97
Eli-Only 2025.10		77.86
Consis-Sem 2025.10		77.77
Eli-Only 2025.10		76.92
EliCal 2025.10		74.86
Eli-Only 2025.10		74.21
Cal-Only 2025.10		72.19
Cal-Only 2025.10		69.62
Verbal-10 2025.10		68.82
Consis-Lex 2025.10		68.65
Cal-Only 2025.10		68.48
N-Prob 2025.10		66.11
N-Prob 2025.10		65.83
Verbal-10 2025.10		65.7
Verbal-0 2025.10		65.33
Consis-Lex 2025.10		65.32
Consis-Lex 2025.10		65.02
N-Prob 2025.10		64.25
Verbal-0 2025.10		64.02
Verbal-0 2025.10		61.72
Prob 2025.10		61.44
Prob 2025.10		56.79
Verbal-10 2025.10		56.08
Prob 2025.10		55.53