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Papers Benchmarks Datasets Tasks

Rare Disease Diagnosis research benchmarks · SOTA2 Research

Rare Disease Diagnosis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CROSSRARE-BENCH RareBench cohort 1.0 (test)

75Accuracy

45

Jun 15, 2026

29.19R@1

21

Feb 26, 2026

47.59Recall@1

21

Feb 26, 2026

75.86R@1

21

Feb 26, 2026

RareBench RAMEDIS

73.23Recall@1

21

Feb 26, 2026

RareBench LIRICAL

55.95R@1

21

Feb 26, 2026

56.97Recall@1

21

Feb 26, 2026

77.5R@1

21

Feb 26, 2026

CROSSRARE-BENCH Overall 1.0 (test)

73Accuracy

18

Jun 15, 2026

CROSSRARE-BENCH Zenodo cohort 1.0 (test)

70Accuracy

18

Jun 15, 2026

MIMIC-IV Rare Out-of-Distribution (test)

RareDxR1-Qwen + CRR

53.05Top-1 Accuracy

12

Jul 2, 2026

RareArena In-Distribution (test)

RareDxR1-Qwen + CRR

60.29Top-1 Accuracy

12

Jul 2, 2026

Zhongshan Tier 3 (test)

4.5PRAUC

7

May 26, 2026

0.583Recall@1

6

Feb 26, 2026

94.1Balanced Accuracy

5

May 12, 2026

RareBench Qwen-0.8B text (test)

85.6Hit@1

5

Apr 3, 2026

GMDB Qwen-0.8B (test)

72.3Hit Rate @1

5

Apr 3, 2026

46.79Pass@1

4

Feb 26, 2026

Popular datasets

RareBench CROSSRARE-BENCH MIMIC DDD RareArena

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