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Hallucination Detection on Legal

97AUROC

F: Ans. Expect.

Updated 2mo ago

Evaluation Results

Method	Links
F: Ans. Expect. 2026.05		97
TXTEMB (ctrl) 2026.05		89
D: Act. Variance 2026.05		64
INSIDE 2026.05		55
SelfCheckGPT-NLI 2026.05		55
DRIFT-logp 2026.05		54
PRISM 2026.05		54
E: DRIFT 2026.05		53
MIND 2026.05		53
SEPs 2026.05		53
DRIFT-concat (ablation of E) 2026.05		52
Ensemble A+C+E+F 2026.05		52
A: Perturbation 2026.05		51
C: Sem. Entropy 2026.05		50
IRIS⋆ (self-verify) 2026.05		50
DoLa 2026.05		50
Log-Prob 2026.05		50
P(True) 2026.05		50
HaMI 2026.05		50
HalluShift 2026.05		49
ACT (detect) 2026.05		49
HaloScope 2026.05		48
SAPLMA 2026.05		48
B: CAA 2026.05		44