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Automated Health Data Modeling on AutoHealth Evaluation Benchmark Tasks T1-T17

100T1 Score

Claude Code

Updated 4d ago

Evaluation Results

Method	Links
Claude Code 2026.02		100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100
AutoHealth 2026.02		100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100	100
AutoHealth 2026.02		88.3	87.3	87.5	89.8	89.4	84.7	97.1	87.9	84.4	75.5	61.5	71.3	90.7	85	84.9	81.6	81.2	84
AutoML-Agent 2026.02		80.5	92.7	44.8	61.7	66.3	34.9	85.2	0	0	0	0	11	91.4	84.1	0	0	0	38.4
AutoHealth 2026.02		79.3	92	61.3	61.7	64.6	71.7	96.9	82.2	87	63.2	11.7	54.3	98.2	81.1	83.8	83.5	96.5	74.7
Claude Code 2026.02		79.1	81.7	78.6	73	68.5	65.2	70.5	82.5	94.2	71.5	61.8	58.7	89.3	76.8	78.3	73.7	65.9	74.7
Claude Code 2026.02		76.6	82.8	37.3	61.3	63.7	33.5	53.1	79.9	95.2	39.8	10.7	12.5	94.3	75	79.2	65.5	21.5	57.8
AutoHealth 2026.02		76.5	74.6	75.1	79.5	78.7	69.4	94.3	75.7	68.8	50.9	23.1	42.5	81.4	70	69.7	63.3	62.4	68
DS-Agent 2026.02		71.9	88.2	0	61	60.2	0	0	0	86.2	0	0	12.8	84.2	59.1	0	0	0	30.8
Claude Code 2026.02		58.2	63.4	57.1	46.1	36.9	30.5	41.1	64.9	88.3	43	23.6	17.3	78.7	53.6	56.5	47.4	31.7	49.3
DS-Agent 2026.02		50	50	0	50	50	0	0	0	50	0	0	50	50	50	0	0	0	23.5
AutoML-Agent 2026.02		50	50	50	50	50	50	50	0	50	0	0	50	50	50	0	0	0	32.4
AutoML-Agent 2026.02		45.1	48.2	36.2	40.4	41.6	33.7	46.3	0	25	0	0	27.8	47.9	46	0	0	0	25.8
DS-Agent 2026.02		43	47.1	0	40.2	40.1	0	0	0	46.6	0	0	28.2	46.1	39.8	0	0	0	19.5
AutoML-Agent 2026.02		40.3	46.3	22.5	30.8	33.1	17.5	42.6	0	0	0	0	5.5	45.7	42	0	0	0	19.2
DS-Agent 2026.02		36	44.1	0	30.5	30.1	0	0	0	43.1	0	0	6.4	42.1	29.5	0	0	0	15.4
LLM 2026.02		0	0	0	100	0	0	50	0	50	0	0	100	50	50	0	0	0	23.5
LLM 2026.02		0	0	0	69.6	0	0	39.2	0	42.4	0	0	13.7	42.9	28.6	0	0	0	13.9
LLM 2026.02		0	0	0	54.6	0	0	78.4	0	84.8	0	0	10.8	85.7	57.1	0	0	0	21.8
LLM 2026.02		0	0	0	84.8	0	0	44.6	0	46.2	0	0	56.8	46.4	39.3	0	0	0	18.7