Truthfulness Detection on NoVo benchmark benchmark leaderboard · SOTA2 Research

Truthfulness Detection on NoVo benchmark

71.97TQA AccuracyTruthV(argmin)

Evaluation Results

Method	Links
TruthV(argmin)2025.09		71.97	53.88	54.43	74.92	70.85	65.25	75.68	66.23	50.34	73.49	65.7
TruthV(argmin)2025.09		71.48	55.37	73.54	71.15	70.79	69.81	80.14	71.42	60.72	78.05	70.25
TruthV(argmax)2025.09		70.13	53.68	57.02	75.43	69.67	66.38	77.04	62.35	53.07	74.98	65.98
NoVo2025.09		70.01	55.41	43.63	68.67	59.8	60.03	69.75	52.19	35.91	62.79	57.82
TruthV(argmax)2025.09		69.4	56.55	73.97	73.4	69.85	69.86	79.92	71.66	60.78	77.87	70.33
NoVo2025.09		68.67	—	66.74	68.3	59.69	65.61	73.07	59.6	43.14	70.31	63.26
TruthV(argmin)2025.09		67.81	60.72	75.7	73.96	70.28	68.78	80.36	63.92	59.44	76.87	69.78
TruthV(argmax)2025.09		67.32	60.57	76.24	74.42	71.34	69.04	80.9	65.96	59.4	77.62	70.28
NoVo2025.09		63.16	56.2	51.73	59.63	59.22	67.76	73.94	65.19	50.44	69.39	61.67
TruthV(argmax)2025.09		60.71	59.74	50.11	59.35	68.15	61.31	72.63	53.23	37.2	57.84	58.03
NoVo2025.09		58.02	59.78	40.71	61.75	61.18	55.17	66.65	44.62	27.8	47.04	52.27
TruthV(argmin)2025.09		55.45	59.62	39.63	58.7	66.24	60.7	69.48	52.86	37.01	55.1	55.48
Log-Likelihood2025.09		47	58.84	60.26	53.28	48.21	49.13	76.66	29.48	32.9	36.78	49.25
Log-Likelihood2025.09		39.29	58.76	53.35	49.84	48.3	49.28	74.37	30.12	29.12	33.82	46.62
Log-Likelihood2025.09		35.74	64.94	44.92	44.47	36.13	39.76	67.79	22.61	21.08	32.36	40.98
Log-Likelihood2025.09		34.88	55.73	17.49	48.67	47.57	46.37	75.08	25.43	31.43	34.28	41.69