Mental Health Reasoning and Assessment on MentraBench 1.0 (test)

75.16Cognitive ReframingDeepseek-R1

Evaluation Results

Method
Deepseek-R12025.12	75.16	70.69	44.72	63.52	40.85	76.24	72.18	63.09	20.2	49.84	86.08	89.88	72.56	74.59	90.37	56.89	65.05
Mindora CHORD2025.12	72.93	68.42	50.88	64.08	46.55	77.6	80.3	68.15	40.16	63.17	75.9	85.35	84.42	77.21	83.79	71.78	69.33
GPT-o4-mini2025.12	70.02	66.07	44.68	60.26	36.07	73.74	75.15	61.65	20.86	54.62	89.25	81.02	71.18	74.02	86.5	77.81	65.15
Qwen2.5-72B2025.12	68.52	62.07	39.3	56.63	38.06	76.39	81.36	65.27	27.96	40.22	74.49	84.02	72.29	67.75	95.55	60.91	63.16
Qwen-plus2025.12	68.21	63.95	40.57	57.58	40.43	76.24	76.62	64.43	18.66	47.95	82.42	88.95	71.99	72.83	90.48	60.18	63.87
GPT-4o2025.12	67.91	66.67	45.43	60	40.64	75	71.14	62.26	33.58	45.31	61.38	79.36	69.49	63.89	90.65	68.94	62.73
QwQ-32B2025.12	67.91	68.42	39.05	58.46	40.85	75	72.96	62.94	17.49	43.05	68.31	84.7	73.75	67.45	92.96	46.42	60.84
QwQ-plus2025.12	66.98	68.71	36.98	57.56	40.85	75.47	73.3	63.21	18.48	42.01	64.05	83.54	72.26	65.46	93.35	48.38	60.34
dsdistill-LLaMA-70B2025.12	66.67	66.67	39.05	57.46	40	75.16	69.53	61.56	23.67	44.04	70.97	79.57	74.52	67.27	89.14	68.14	62.09
dsdistill-Qwen14B2025.12	66.35	59.81	34.04	53.4	41.69	74.21	77.5	64.47	24.7	38.23	61.98	66.6	74.97	60.45	86.41	57.95	58.8
LLaMA-42025.12	65.88	64.86	40.31	57.02	39.14	73.1	78.84	63.69	20.66	46.84	74.14	89	72.39	70.59	76.34	61.58	61.78
Deepseek-V32025.12	65.4	67.55	41.31	58.09	42.11	77.15	75.81	65.02	21.4	47.68	81.84	86.96	68.48	71.24	92.96	61.56	63.86
dsdistill-Qwen32B2025.12	65.4	66.96	35.39	55.92	39.79	73.58	73.73	62.37	21.78	40.1	66.97	77.95	72.29	64.33	92.25	61.77	60.61
Qwen3-14B2025.12	65.4	64.86	48.2	59.49	38.71	74.84	75.4	62.98	16.8	42.15	70.47	81.02	68.82	65.62	81.55	66	61.09
LLaMA-3.3-70B2025.12	64.44	63.01	35.66	54.37	41.48	71.63	71.57	61.56	20.23	41.48	77.12	89.04	72.99	70.16	63.18	68.94	60.06
Qwen3-32B2025.12	62.47	63.95	42.55	56.32	38.06	76.85	80.38	65.1	20.16	43.55	74.15	82.06	70.83	67.65	93.33	50.25	61.43
EmoLLM2025.12	61.8	54.72	33.22	49.91	43.34	72.29	79.31	64.98	14.08	33.73	43.11	57.49	67.35	50.42	79.06	63.46	54.07
Mindora SFT+RL2025.12	59.75	62.07	45.66	55.83	52.4	77.15	81.4	70.32	38.03	59.96	78.39	85.93	82.12	76.6	71.59	56.81	65.48
Qwen3-8B2025.12	59.41	63.95	40.57	54.64	41.69	73.58	75.15	63.47	14.89	40.09	58.24	79.27	68.99	61.65	81.15	47.73	57.29
dsdistill-LLaMA-8B2025.12	59.06	55.07	23.96	46.03	41.9	72.94	74.9	63.25	20.01	33.21	44.3	60.7	75.87	53.52	81.57	76.17	55.36
LLaMA3.1-8B2025.12	58.71	57.14	19.57	45.14	44.76	73.58	75.81	64.72	21.47	27.71	57.91	79.25	70.96	58.96	68.05	67.03	55.53
Mindora SFT2025.12	56.93	62.07	44.72	54.57	48.87	74.37	75.97	66.4	41.93	58.3	72.63	85.35	73.76	72.51	77.64	55.12	63.67
Psyche-R12025.12	50.13	52.22	20.21	40.85	41.69	68.77	79.62	63.36	24.24	58.72	69.89	84.01	71.94	71.14	81.64	69.54	59.43