Patient-level csPCa Detection on PI-CAI
51.15F1 ScoreBaseline
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BaselineModalities=T2w, DWI2026.04 | 51.15 | 71.84 | 50.67 | 48.25 | |
| BaselineModalities=3M2026.04 | 49.99 | 72.34 | 51.05 | 50.9 | |
| BaselineModalities=DWI2026.04 | 49.29 | 69.93 | 45.09 | 46.29 | |
| Ours(LFM)2026.04 | 48.26 | 65.4 | 40.6 | 38 | |
| BaselineModalities=T2w2026.04 | 47.34 | 64.71 | 36.11 | 39.07 | |
| SimMLM2026.04 | 47.14 | 63.88 | 37.7 | 36.84 | |
| Ours(LDM)2026.04 | 47.13 | 64.41 | 37.53 | 39.72 | |
| ModDrop2026.04 | 46.7 | 62.55 | 36.33 | 34.64 | |
| BaselineModalities=ADC2026.04 | 46.08 | 64.51 | 38.56 | 36.12 | |
| BaselineModalities=T2w, ADC2026.04 | 45.49 | 63.58 | 36.66 | 35.06 | |
| KD-Net2026.04 | 43.83 | 58.65 | 29.3 | 31.07 |