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Benign vs. Malignant Classification research benchmarks · SOTA2 Research

Benign vs. Malignant Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Internal (Resection) (test)

97Macro AUC

5

May 26, 2026

Internal Uncertain Frozen (test)

1Macro AUC

5

May 26, 2026

External H2 cohort Frozen (test)

PulmoFoundation

0.999Macro AUC

5

May 26, 2026

External H10 cohort Frozen (test)

PulmoFoundation

0.97Macro AUC

5

May 26, 2026

Internal cohort Frozen (test)

PulmoFoundation

98.6Macro AUC

5

May 26, 2026

Intra-Op Benign vs. Malignant

PulmoFoundation

84Diagnostic Time (s)

2

May 26, 2026

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Internal Internal cohort Intra-Op External H10 cohort External H2 cohort

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