Depression Severity Estimation on MMDA (test) benchmark leaderboard · SOTA2 Research

Depression Severity Estimation on MMDA (test)

78.6Precision (Normal)GPT-4

Evaluation Results

Method	Links
GPT-42024.09		78.6	64.7	71	70	51.9	59.6	12.5	25	16.7	14.3	100	25	55.1	59.3
ChineseMentalBert2024.09		66.7	23.5	34.8	57.1	88.9	69.6	0	0	0	0	0	0	60.4	50.4
InterMind2024.09		66.7	35.3	46.2	59.3	59.3	59.3	0	0	0	11.1	100	20	46.9	49.1
InterMind2024.09		56	82.4	66.7	80	44.4	57.1	57.1	100	72.7	50	100	66.7	63.3	61.9
InterMind2024.09		55.6	58.8	57.1	62.5	18.5	28.6	1.5	25	7.7	0	0	0	32.7	36.2
Baichuan2-7b2024.09		40	82.4	53.8	100	3.7	7.1	16.7	50	25	0	0	0	34.7	24.7
Chatglm3-6b2024.09		39.5	88.2	54.5	80	14.8	25	33.3	50	40	0	0	0	42.9	36
BiLSTM2024.09		38.1	47.1	42.1	64.3	66.7	65.5	0	0	0	0	0	0	53.1	50.1
RoBerta2024.09		37.5	17.7	24	53.7	81.5	64.7	0	0	0	0	0	0	51	44
Llama2-Chinese-7b2024.09		35.4	100	52.3	0	0	0	100	25	40	0	0	0	36.7	21.4