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Rare-disease diagnosis on CROSSRARE-BENCH RareBench cohort 1.0 (test)

75Accuracy

MedLatentDx

Updated 1mo ago

Evaluation Results

Method	Links
MedLatentDx 2026.06		75	64	77
MedLatentDx 2026.06		72	61	75
Raw KV 2026.06		63	45	75
Struct. RAG 2026.06		61	45	70
LatentMAS 2026.06		61	46	72
Global RAG 2026.06		58	41	68
Dist. RAG 2026.06		56	44	72
Single RAG 2026.06		53	37	58
TextMAS 2026.06		53	37	61
Struct. RAG 2026.06		53	35	63
Global RAG 2026.06		46	41	53
Dist. RAG 2026.06		44	40	60
Single RAG 2026.06		37	36	53
TextMAS 2026.06		33	24	49
Raw KV 2026.06		28	24	46
LatentMAS 2026.06		23	20	44
Zero-shot 2026.06		11	8	30
Zero-shot 2026.06		2	1	21
MedLatentDx 2026.06		0.73	0.72	0.78
MedLatentDx 2026.06		0.67	0.49	0.73
Global RAG 2026.06		0.65	0.49	0.77
Struct. RAG 2026.06		0.64	0.56	0.73
MedLatentDx 2026.06		0.64	0.63	0.73
Global RAG 2026.06		0.62	0.55	0.72
Dist. RAG 2026.06		0.61	0.54	0.72
LatentMAS 2026.06		0.61	0.42	0.7
Dist. RAG 2026.06		0.6	0.45	0.67
Struct. RAG 2026.06		0.6	0.43	0.7
Raw KV 2026.06		0.6	0.41	0.7
Single RAG 2026.06		0.58	0.51	0.7
LatentMAS 2026.06		0.57	0.51	0.71
TextMAS 2026.06		0.56	0.48	0.72
Raw KV 2026.06		0.56	0.49	0.7
Global RAG 2026.06		0.5	0.44	0.66
Dist. RAG 2026.06		0.47	0.4	0.64
Single RAG 2026.06		0.47	0.32	0.56
TextMAS 2026.06		0.46	0.27	0.65
Single RAG 2026.06		0.43	0.37	0.62
Struct. RAG 2026.06		0.43	0.37	0.69
Raw KV 2026.06		0.4	0.35	0.64
LatentMAS 2026.06		0.38	0.35	0.62
TextMAS 2026.06		0.31	0.25	0.47
Zero-shot 2026.06		0.14	0.12	0.25
Zero-shot 2026.06		0.01	0.01	0.18
Zero-shot 2026.06		0	0	0.1