Rare Disease Diagnosis on DDD benchmark leaderboard · SOTA2 Research

Rare Disease Diagnosis on DDD

47.59Recall@1DeepRare

Evaluation Results

Method	Links
DeepRare2025.06		47.59	59.82	62.7
DeepRare2025.06		45.49	58.85	63.76
DeepRare2025.06		44.27	57.09	61.27
DeepRare2025.06		42.97	53.48	56.72
DeepRare2025.06		39.85	51.36	55.88
RAG2025.06		39.42	48.84	51.77
PhenoBrain2025.06		38.92	54.68	63.11
DeepSeek R12025.06		38.24	49.43	53.01
Gemini 2 think2025.06		34.43	46.33	50.02
o3mini2025.06		34.09	42.96	45.5
DeepSeek V32025.06		34.01	45.27	48.83
Claude 3.7 think2025.06		34.01	45.27	48.83
GPT-4o2025.06		33.3	42.28	45.18
DS-R1-search2025.06		32.3	47.15	52.41
Claude-3.7-Sonnet2025.06		32.28	42.76	45.93
Gemini 22025.06		31.32	43.6	53.03
Baichuan-14B2025.06		29.32	39.37	44.29
PubCaseFinder2025.06		26.92	32.32	34.05
MDAgents2025.06		25.76	32.33	34.69
MDAgents2025.06		25.01	33.33	36.01
MMedS-Llama 32025.06		22.18	33.8	38.34