ResearchTasksProstate Cancer classificationProstate Cancer classificationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedMulti-center clinical trial dataset Patient-level (5-fold cross-validation)Compass87.2AUROC13Jul 9, 2026PI-CAI Challenge 2022 (five-fold cross-validation)MAPI-GNN94.32Accuracy13Feb 26, 2026Multi-center clinical trial dataset Biopsy-level (val)PRI-MUS (Experts)73.1AUROC6Jul 9, 2026Primary prostate MRI dataset T2-weightedAI (ResNet18)95.2Sensitivity2Mar 20, 2026
Multi-center clinical trial dataset Patient-level (5-fold cross-validation)Compass87.2AUROC13Jul 9, 2026