Rare Disease Diagnosis on RareBench HMS benchmark leaderboard · SOTA2 Research

Rare Disease Diagnosis on RareBench HMS

56.97Recall@1DeepRare

Evaluation Results

Method	Links
DeepRare2025.06		56.97	65.12	70.93
DeepRare2025.06		56.82	63.64	64.77
DeepRare2025.06		54.54	65.9	69.31
DeepRare2025.06		51.76	60	67.06
GPT-4o2025.06		47.73	60.23	65.91
Claude 3.7 think2025.06		44.32	57.95	62.5
Claude-3.7-Sonnet2025.06		43.18	60.23	63.64
DeepSeek V32025.06		42.05	56.82	62.5
DeepRare2025.06		40.91	54.25	57.95
DeepSeek R12025.06		38.64	53.41	60.23
Gemini 2 think2025.06		38.64	48.86	56.82
Baichuan-14B2025.06		38.64	53.41	60.23
DS-R1-search2025.06		38.64	55.68	62.5
RAG2025.06		36.36	46.59	46.59
Gemini 22025.06		31.82	47.73	54.55
o3mini2025.06		30.68	44.32	54.55
MDAgents2025.06		29.55	43.18	45.45
MDAgents2025.06		27.27	40.91	46.59
PhenoBrain2025.06		22.35	32.94	42.35
MMedS-Llama 32025.06		17.04	29.55	31.82
PubCaseFinder2025.06		7.32	13.41	15.85