csPCa Detection on PROMIS Peripheral Zone Primary Definition (test)
73.57F1 ScoreOurs(LFM)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours(LFM)Training Modalities=T2w,DWI, Inference Modalities=T2w2026.04 | 73.57 | 74.07 | 65.11 | 44.44 | |
| Ours(LDM)Training Modalities=T2w,DWI, Inference Modalities=T2w2026.04 | 71.96 | 74.85 | 65.33 | 65.28 | |
| ModDropTraining Modalities=T2w,DWI, Inference Modalities=T2w2026.04 | 65.89 | 70.35 | 49.48 | 44.44 | |
| Baseline(T2w,ADC)Training Modalities=T2w,ADC, Inference Modalities=T2w,ADC2026.04 | 64.21 | 64.65 | 47.56 | 27.78 | |
| SimMLMTraining Modalities=T2w,DWI, Inference Modalities=T2w2026.04 | 63.91 | 66.63 | 41.78 | 45.37 | |
| Baseline(3M)Training Modalities=T2w,DWI,ADC, Inference Modalities=T2w,DWI,ADC2026.04 | 63.44 | 70.66 | 45.63 | 49.07 | |
| KD-NetTraining Modalities=T2w,DWI, Inference Modalities=T2w2026.04 | 63.36 | 66.56 | 35.11 | 47.22 | |
| Baseline(T2w)Training Modalities=T2w, Inference Modalities=T2w2026.04 | 63.15 | 70.76 | 58.52 | 51.85 | |
| Baseline(ADC)Training Modalities=ADC, Inference Modalities=ADC2026.04 | 62.21 | 69.55 | 56.15 | 39.81 | |
| Baseline(T2w,DWI)Training Modalities=T2w,DWI, Inference Modalities=T2w,DWI2026.04 | 58.24 | 64.16 | 37.78 | 41.67 | |
| Baseline(DWI)Training Modalities=DWI, Inference Modalities=DWI2026.04 | 57.17 | 63.33 | 39.11 | 40.74 |