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Truthfulness Evaluation on TruthfulQA (T·I, True %, Info %)

84.7T·I Score

A-LQR

Updated 1mo ago

Evaluation Results

Method
A-LQR 2026.04	84.7	86.78	97.6
S-PID 2026.04	78.52	80.51	97.53
A-LQR 2026.04	76.28	80.81	94.39
ODESteer 2026.04	71.56	75.03	95.37
A-LQR 2026.04	67.81	73.17	92.68
A-LQR 2026.04	63.77	66.51	95.89
A-LQR 2026.04	63.63	65.8	96.7
ODESteer 2026.04	63.5	66.24	95.86
S-PID 2026.04	62.99	64.99	96.92
ODESteer 2026.04	62.36	64.11	97.26
S-PID 2026.04	61.48	63.55	96.74
A-LQR 2026.04	60.6	65.09	93.1
S-PID 2026.04	60.21	63.08	95.45
ODESteer 2026.04	60.03	64.01	93.78
ActAdd 2026.04	59.14	65.26	90.76
ActAdd 2026.04	58.98	67.94	86.8
ODESteer 2026.04	58.86	61.42	95.84
S-PID 2026.04	58.26	62.06	93.88
S-PID 2026.04	58.09	63.77	91.09
PID-AcT 2026.04	58.07	62.96	92.26
PID-AcT 2026.04	58.07	62.96	92.26
A-LQR 2026.04	57.98	63.6	91.19
ITI 2026.04	57.01	59.09	96.47
Linear-AcT 2026.04	56.23	58.86	95.54
Linear-AcT 2026.04	55.94	57.6	97.14
ActAdd 2026.04	55.85	62.04	90.28
Mean-AcT 2026.04	55.81	55.32	97.1
Original 2026.04	55.29	57.02	96.96
Mean-AcT 2026.04	53.87	56.06	86.1
Linear-AcT 2026.04	53.71	55.32	97.1
PID-AcT 2026.04	53.3	54.92	97.06
ITI 2026.04	53.24	59.07	90.13
ITI 2026.04	53.24	55.91	95.23
Original 2026.04	53.17	55.15	96.4
S-PID 2026.04	52.11	54.54	95.54
Mean-AcT 2026.04	51.66	55.22	93.56
Linear-AcT 2026.04	51.37	54.02	95.1
ODESteer 2026.04	51.25	54.3	94.39
Mean-AcT 2026.04	50.12	53.85	93.06
Linear-AcT 2026.04	50.07	53.1	94.29
Linear-AcT 2026.04	50.07	53.1	94.29
ActAdd 2026.04	49.1	64.06	76.6
Original 2026.04	48.64	50.62	96.08
ActAdd 2026.04	48.62	55.36	88.06
PID-AcT 2026.04	48.52	50.64	95.84
PID-AcT 2026.04	48.19	49.56	97.24
ITI 2026.04	47.54	50.18	94.74
Mean-AcT 2026.04	47.02	48.22	97.52
Original 2026.04	46.22	47.44	97.43
ITI 2026.04	45.79	50.28	91.06
Mean-AcT 2026.04	44.94	46.32	97.01
PID-AcT 2026.04	44.7	46.02	97.14
Linear-AcT 2026.04	44.33	45.35	97.74
ITI 2026.04	43.86	46.29	94.74
Original 2026.04	41.6	43.28	96.11
Original 2026.04	41.46	42.62	97.28
Original 2026.04	40.2	42.4	94.81
ITI 2026.04	40.14	41.18	97.5
ActAdd 2026.04	33.28	62.4	53.8