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Papers Benchmarks Datasets Tasks

Diagnosis research benchmarks – Page 2 · SOTA2 Research

Diagnosis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Fitzpatrick17k (test)

rectified-evi-CEM

90.11AUC

6

Feb 26, 2026

OCTID n=174 (test)

96.3Balanced Accuracy

6

Feb 26, 2026

OCTDL n=332 (test)

90.9BAcc

6

Feb 26, 2026

Noor Eye Hospital n=30 (test)

95.3BAcc

6

Feb 26, 2026

NEHUT n=135 (test)

89.5BAcc

6

Feb 26, 2026

Harvard Glaucoma n=400 (test)

77.7Balanced Acc

6

Feb 26, 2026

Symptom2Disease (test)

98Diagnosis Accuracy

5

Apr 28, 2026

70.7WSI Precision (Open)

5

Mar 11, 2026

Renal Ultrasound (test)

Echo-α-Diagnosis

74.9Overall Accuracy

4

May 1, 2026

Renal Ultrasound (val)

Echo-α-Diagnosis

77.43Overall Accuracy

4

May 1, 2026

Renal Ultrasound cross-center (test)

Echo-α-Diagnosis

74.9Accuracy

4

May 1, 2026

87.4R

4

Mar 24, 2026

Fitzpatrick17k Dc (test)

78.63AUC

4

Feb 26, 2026

Clinical Expert Evaluation set N=200

79.8Accuracy

3

Mar 17, 2026

Medical Diagnosis Data

—

—Primary metric

0

Feb 26, 2026

Page 2 of 2

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