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Rare Disease Diagnosis on RareBench HMS

56.97Recall@1

DeepRare

Updated 1mo ago

Evaluation Results

Method	Links
DeepRare 2025.06		56.97	65.12	70.93
DeepRare 2025.06		56.82	63.64	64.77
DeepRare 2025.06		54.54	65.9	69.31
DeepRare 2025.06		51.76	60	67.06
GPT-4o 2025.06		47.73	60.23	65.91
Claude 3.7 think 2025.06		44.32	57.95	62.5
Claude-3.7-Sonnet 2025.06		43.18	60.23	63.64
DeepSeek V3 2025.06		42.05	56.82	62.5
DeepRare 2025.06		40.91	54.25	57.95
DeepSeek R1 2025.06		38.64	53.41	60.23
Gemini 2 think 2025.06		38.64	48.86	56.82
Baichuan-14B 2025.06		38.64	53.41	60.23
DS-R1-search 2025.06		38.64	55.68	62.5
RAG 2025.06		36.36	46.59	46.59
Gemini 2 2025.06		31.82	47.73	54.55
o3mini 2025.06		30.68	44.32	54.55
MDAgents 2025.06		29.55	43.18	45.45
MDAgents 2025.06		27.27	40.91	46.59
PhenoBrain 2025.06		22.35	32.94	42.35
MMedS-Llama 3 2025.06		17.04	29.55	31.82
PubCaseFinder 2025.06		7.32	13.41	15.85