Patient-level csPCa Detection on PROMIS
74.83F1 ScoreOurs(LFM)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours(LFM)2026.04 | 74.83 | 70.51 | 55.13 | 39.56 | |
| BaselineModalities=ADC2026.04 | 72.71 | 66.12 | 44.44 | 32 | |
| BaselineModalities=T2w, ADC2026.04 | 72.18 | 62.41 | 42.74 | 27.41 | |
| Ours(LDM)2026.04 | 70.77 | 70.14 | 51.28 | 39.78 | |
| BaselineModalities=3M2026.04 | 68.98 | 69.67 | 49.57 | 46.67 | |
| BaselineModalities=T2w2026.04 | 67.69 | 68.74 | 47.01 | 46.37 | |
| SimMLM2026.04 | 67.67 | 66 | 43.59 | 40.3 | |
| BaselineModalities=DWI2026.04 | 67.52 | 62.94 | 35.9 | 39.56 | |
| ModDrop2026.04 | 66.71 | 66.19 | 45.3 | 41.78 | |
| BaselineModalities=T2w, DWI2026.04 | 65.39 | 64.06 | 33.33 | 38.81 | |
| KD-Net2026.04 | 62.82 | 63.1 | 28.21 | 40.44 |