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Papers Benchmarks Datasets Tasks

Prostate Cancer classification research benchmarks · SOTA2 Research

Prostate Cancer classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Multi-center clinical trial dataset Patient-level (5-fold cross-validation)

87.2AUROC

13

Jul 9, 2026

PI-CAI Challenge 2022 (five-fold cross-validation)

94.32Accuracy

13

Feb 26, 2026

Multi-center clinical trial dataset Biopsy-level (val)

PRI-MUS (Experts)

73.1AUROC

6

Jul 9, 2026

Primary prostate MRI dataset T2-weighted

95.2Sensitivity

2

Mar 20, 2026

Popular datasets

Multi-center clinical trial dataset PI-CAI Primary prostate MRI dataset

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