csPCa Detection on PROMIS Transition Zone Primary Definition (test)
63.95F1 ScoreOurs(LFM)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours(LFM)Training Modalities=T2w,DWI, Inference Modalities=T2w2026.04 | 63.95 | 67.9 | 40.62 | 46.36 | |
| Ours(LDM)Training Modalities=T2w,DWI, Inference Modalities=T2w2026.04 | 62.59 | 67.68 | 50.42 | 36.36 | |
| Baseline(3M)Training Modalities=T2w,DWI,ADC, Inference Modalities=T2w,DWI,ADC2026.04 | 61.54 | 69.76 | 44.86 | 49.29 | |
| Baseline(ADC)Training Modalities=ADC, Inference Modalities=ADC2026.04 | 59.47 | 61.2 | 39.17 | 31.72 | |
| SimMLMTraining Modalities=T2w,DWI, Inference Modalities=T2w2026.04 | 59.38 | 66.6 | 49.44 | 41.01 | |
| Baseline(DWI)Training Modalities=DWI, Inference Modalities=DWI2026.04 | 57.82 | 68.54 | 46.25 | 40.61 | |
| ModDropTraining Modalities=T2w,DWI, Inference Modalities=T2w2026.04 | 56.21 | 63.4 | 38.47 | 39.8 | |
| KD-NetTraining Modalities=T2w,DWI, Inference Modalities=T2w2026.04 | 55.01 | 65.97 | 42.64 | 44.44 | |
| Baseline(T2w,ADC)Training Modalities=T2w,ADC, Inference Modalities=T2w,ADC2026.04 | 54.79 | 59.45 | 43.33 | 30.3 | |
| Baseline(T2w)Training Modalities=T2w, Inference Modalities=T2w2026.04 | 54.34 | 67.59 | 45.97 | 43.84 | |
| Baseline(T2w,DWI)Training Modalities=T2w,DWI, Inference Modalities=T2w,DWI2026.04 | 49.75 | 62.31 | 35.97 | 36.36 |