PI-CAI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Prostate Cancer classification | PI-CAI Challenge 2022 (five-fold cross-validation) | Accuracy94.32 | 13 | |
| Patient-level csPCa Detection | PI-CAI | F1 Score51.15 | 11 | |
| Medical Image Lesion Detection and Diagnosis | PI-CAI ideal scenario (fold-0 val) | AUROC86.57 | 6 | |
| Tumor Segmentation | PI-CAI 2022 (test) | DSC0.499 | 5 | |
| Prostate Cancer Detection | PI-CAI Challenge leaderboard 2022 (test) | AUC98.38 | 4 | |
| Diagnostic Classification | PI-CAI study cohort | AUC0.89 | 1 |
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