Therapeutic principle classification on FAITH-M benchmark leaderboard · SOTA2 Research

Therapeutic principle classification on FAITH-M

63.3AccuracyCARE-Qwen3

Evaluation Results

Method	Links
CARE-Qwen32026.04		63.3	64.05	62.65	63.34
CARE-LLaMA 3.22026.04		62.07	64.11	62.07	63.07
CARE-Qwen3 - (LC)2026.04		57.08	58.06	57.02	57.2
CARE-Qwen3 - (LE)2026.04		53.81	54.04	53.02	53.08
Qwen32026.04		45.47	45.1	45.38	38.56
LLaMA 3.22026.04		44.91	44.78	44.91	37.9
LLaMA 3.12026.04		43.36	42.81	43.46	37.73
ALBERT2026.04		42.32	41.58	42.32	34.49
MentalBART2026.04		41.26	46.08	41.27	27.3
Phi42026.04		36.89	37.91	35.81	37.37
Gemma2026.04		36.56	37.23	36.56	36.88
DeBERTa2026.04		33.79	35.32	33.79	34.52
BART2026.04		33.34	34.61	33.34	33.96
GPT-4o2026.04		31.09	36.19	31.09	30.49
GPT-4o2026.04		30.44	32.28	30.44	22.4
RoBERTa2026.04		30.09	33.08	30.09	30.72
Mental Llama2026.04		27.94	8.69	27.74	12.97
Mental Llama2026.04		27.74	8.62	27.74	12.97
MentalBERT2026.04		23.85	30.05	23.85	25.73