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Adverse event prediction research benchmarks · SOTA2 Research

Adverse event prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Type 2 Diabetes After Systemic Corticosteroids (test)

86.6AUC

3

Apr 21, 2026

Type 2 Diabetes After Atypical Antipsychotics (test)

84.1AUC

3

Apr 21, 2026

Hypothyroidism on Amiodarone (test)

0.638AUC

3

Apr 21, 2026

Hypoglycemia on Sulfonylureas (test)

0.693AUC

3

Apr 21, 2026

Hyperthyroidism on Amiodarone (test)

0.673AUC

3

Apr 21, 2026

Major Bleeding on Oral Anticoagulants (test)

0.675AUC

3

Apr 21, 2026

MACE on Levothyroxine with History of Heart Failure (test)

71.2AUC

3

Apr 21, 2026

Cardiomyopathy After Anthracyclines (test)

0.771AUC

3

Apr 21, 2026

Angioedema on ACE Inhibitors (test)

0.821AUC

3

Apr 21, 2026

Acute Kidney Injury After NSAIDs (test)

79.6AUC

1

Apr 21, 2026

Popular datasets

Angioedema on ACE Inhibitors Cardiomyopathy After Anthracyclines MACE on Levothyroxine with History of Heart Failure Major Bleeding on Oral Anticoagulants Hyperthyroidism on Amiodarone

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