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Medical Classification research benchmarks · SOTA2 Research

Medical Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ODIR (3-fold cross-validation)

80.61Accuracy (ACC)

48

May 26, 2026

84.69Accuracy

48

May 26, 2026

CRF 15% 1.0 (test)

DecSelfMask-Qwen3-8B

60.3Macro F1

20

Jun 9, 2026

MIMIC-III (external val)

0.572AUROC

8

May 19, 2026

H2 Target Hospital

Naive Fine-tuning

95.31Accuracy Per-Patient

8

Feb 26, 2026

H1 Source Hospital

Source-Only (No CL)

94.24Acc (Per-Patient)

8

Feb 26, 2026

SERS medical dataset (test)

76.4Accuracy

2

Jul 7, 2026

SERS medical dataset (val)

75.7Accuracy

2

Jul 7, 2026

Popular datasets

SERS medical dataset MIMIC ODIR Derm7pt H1

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