Hallucination Detection on HaluEval, HotpotQA, TriviaQA, and SQuAD benchmark leaderboard · SOTA2 Research

Hallucination Detection on HaluEval, HotpotQA, TriviaQA, and SQuAD

99.05HaluEval ScoreHARP

Evaluation Results

Method	Links
HARP2026.06		99.05	82.75	84.5	59.35	81.41	0.0202
HARP2026.06		98.7	56.9	56.35	56.15	67.03	0.0335
HARP2026.06		98.7	87.55	87.85	66.45	85.14	0.0137
HARP2026.06		98.5	68.35	66.21	53.5	71.64	0.0273
AURORA2026.06		97.8	89.1	92.5	81.35	90.19	0.0036
AURORA2026.06		96.95	85	92.05	69.75	85.94	0.0105
AURORA2026.06		96.15	76.1	83.4	65.4	80.26	0.0125
ICR2026.06		95.9	61.7	59.45	51.5	67.14	0.029
AURORA2026.06		95.05	83.05	89.1	68.15	83.84	0.01
HARP2026.06		90.45	88.25	94.45	87.2	90.09	0.0008
HARP2026.06		87.65	70.85	85.46	89.75	83.43	0.0055
HARP2026.06		83.1	87.5	92.05	91.7	88.59	0.0013
AURORA2026.06		83	88.55	93.25	91	88.95	0.0015
HARP2026.06		81.25	89.45	92.76	61.7	81.29	0.0145
AURORA2026.06		80.5	85.8	91	83.35	85.16	0.0015
HARP2026.06		80.45	91.9	91.85	64	82.05	0.013
AURORA2026.06		80	94.8	98.95	82	88.94	0.0066
HARP2026.06		77.9	67.65	73.3	85.4	76.06	0.0042
ICR2026.06		77.85	58.4	60.75	66	65.75	0.0056
AURORA2026.06		76.8	93.9	97.8	69.6	84.53	0.0137
AURORA2026.06		75	97.95	98.35	83.85	88.79	0.0097
AURORA2026.06		74.35	84.95	90.7	83.95	83.49	0.0034
AURORA2026.06		72.85	74.15	79.15	84.05	77.55	0.002
HARP2026.06		72	82.5	90.95	59.35	76.2	0.014
HARP2026.06		69.75	95.3	98	78.85	85.48	0.0136
HARP2026.06		68.65	98.05	98.85	62.1	81.91	0.0279
HARP2026.06		67.55	96.25	98.95	63.75	81.63	0.0258
AURORA2026.06		67.3	97.75	97.6	69.55	83.05	0.0215
AURORA2026.06		66.8	94.8	98.3	72.85	83.19	0.0185
HARP2026.06		64.7	96.7	97.2	60.9	79.88	0.0293
AURORA2026.06		64.6	96.6	96.8	70.8	82.2	0.0215
HARP2026.06		63.35	95.65	95.65	77.35	83	0.0185
ICR2026.06		62.15	95.95	97.1	51.25	76.61	0.0412
AURORA2026.06		58.5	94.5	97.95	64.8	78.94	0.0305
ICR2026.06		56.65	71.85	71.8	75.75	69.01	0.0054
AURORA2026.06		56.25	96.2	96.7	63.75	78.23	0.0339