Multi-label Classification of SDoH ICD-9 V-codes on MIMIC-III v1.4 (139 admissions subset) benchmark leaderboard · SOTA2 Research

Multi-label Classification of SDoH ICD-9 V-codes on MIMIC-III v1.4 (139 admissions subset)

0.722Exact Match ScoreGPT-5-mini

Evaluation Results

Method	Links
GPT-5-mini2025.12		0.722	0.939	0.847	0.882	0.939	0.847	0.891	0.797	0.608	0.665
GPT-4o-mini2025.12		0.691	0.864	0.87	0.855	0.845	0.87	0.857	0.719	0.642	0.645
Qwen32025.12		0.655	0.918	0.77	0.829	0.925	0.77	0.84	0.769	0.577	0.644
GPT-OSS2025.12		0.652	0.896	0.775	0.824	0.952	0.775	0.854	0.795	0.58	0.652
Llama-3.32025.12		0.355	0.765	0.85	0.74	0.598	0.85	0.702	0.678	0.663	0.573
GPT-3.5-turbo2025.12		0.144	0.718	0.338	0.452	0.529	0.338	0.413	0.208	0.162	0.167
Llama-3.12025.12		0.103	0.527	0.765	0.573	0.412	0.765	0.536	0.383	0.521	0.351