Hallucination Detection on QALD English 10 benchmark leaderboard · SOTA2 Research

Hallucination Detection on QALD English 10

75.37AccuracyLUCID

Evaluation Results

Method	Links
LUCID2026.04		75.37	81.22	0.4255	66.38
ReDeEP2026.04		74.63	80.27	0.4178	65.56
LLM2026.04		74.33	59.87	0.3159	55.26
SelfCheckGPT-Nli2026.04		72.01	81.29	0.4218	65.16
LUCID2026.04		71.71	76.16	0.3629	61.39
SelfCheckGPT-BERTScore2026.04		70.15	75.27	0.4106	62.16
ReDeEP2026.04		69.76	75.29	0.3466	59.9
LLM2026.04		69.23	67.79	0.348	57.27
Lexical Similarity2026.04		69.03	69.36	0.3344	57.28
SelfCk-Nli2026.04		68.78	72.46	0.3469	58.64
Perplexity2026.04		68.66	73.64	0.3805	60.12
LN-Entropy2026.04		68.66	72.04	0.3417	58.29
LettuceDetect2026.04		67.31	60.35	0.2434	50.67
Focus2026.04		64.55	54.32	0.1599	44.95
Trulens2026.04		64.04	67.78	0.263	52.71
Perplexity2026.04		63.9	66.24	0.2462	51.59
EigenScore2026.04		62.31	63.78	0.2211	49.4
Trulens Groundedness2026.04		62.17	72.25	0.3973	58.05
Lexical Similarity2026.04		60.98	62.99	0.1898	47.65
SelfCk-BERTScore2026.04		60.98	66.91	0.2934	52.41
ReDeEP2026.04		60.98	65.83	0.3072	52.51
ReDeEP2026.04		60.45	64.63	0.3989	54.99
LN-Entropy2026.04		60	65.82	0.2117	49
MetaQA2026.04		60	65.58	0.2117	48.92
RAGAs Faithfulness2026.04		59.33	65.84	0.2741	50.86
MetaQA2026.04		58.58	62.93	0.2598	49.16
Focus2026.04		56.1	48.37	0.0618	36.88
RAGAs2026.04		56.1	61.79	0.2013	46.01
EigenScore2026.04		54.63	54.47	0.1412	41.07
Energy2026.04		50.24	44.16	-0.0186	30.85
Energy2026.04		49.63	46.58	-0.0411	30.7
LettuceDetect2026.04		48.29	40	0.2724	38.51