Rare Disease Diagnosis on MIMIC-IV Rare benchmark leaderboard · SOTA2 Research

Rare Disease Diagnosis on MIMIC-IV Rare

29.19R@1DeepRare

Evaluation Results

Method	Links
DeepRare2025.06		29.19	36.6	39.06
DeepRare2025.06		24.32	30.3	32.12
DeepRare2025.06		23.27	31.16	34.79
DeepRare2025.06		21.44	28.89	31.71
DS-R1-search2025.06		19.95	28.75	32.69
DeepRare2025.06		19.08	—	—
Gemini 2 think2025.06		15.47	20.53	25.39
DeepSeek V32025.06		14.61	23.04	26.18
Baichuan-14B2025.06		14.4	21.33	24.59
Gemini 22025.06		14.29	20.16	24.11
MMedS-Llama 32025.06		14.04	22.58	26.37
DeepSeek R12025.06		13.81	19.92	22.93
GPT-4o2025.06		13.76	22.35	25.6
Claude 3.7 think2025.06		13.7	21.28	24.32
RAG2025.06		12.75	18.61	20.8
Claude-3.7-Sonnet2025.06		12.11	18.24	20.8
MDAgents2025.06		10.98	17.12	20.27
o3mini2025.06		10.88	19.52	23.9
MDAgents2025.06		8.69	15.04	19.41
PhenoBrain2025.06		8.11	10.24	11.41
PubCaseFinder2025.06		1.06	1.39	1.6