ISUP Group Prediction on PROMIS Barzell zone-level (test)
31.36QWKBaseline(3M)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Baseline(3M)Training=T2w,DWI,ADC, Inference=T2w,DWI,ADC2026.04 | 31.36 | 71.8 | 35.95 | 19.02 | |
| Baseline(DWI)Training=DWI, Inference=DWI2026.04 | 27.82 | 69.45 | 36.29 | 17.62 | |
| Ours(LFM)Training=T2w,DWI, Inference=T2w2026.04 | 26.68 | 70.3 | 34.2 | 18.06 | |
| Baseline(T2w,DWI)Training=T2w,DWI, Inference=T2w,DWI2026.04 | 25.34 | 68.94 | 33.68 | 16.12 | |
| KD-NetTraining=T2w,DWI, Inference=T2w2026.04 | 21.89 | 67.11 | 33.62 | 16.82 | |
| Ours(LDM)Training=T2w,DWI, Inference=T2w2026.04 | 21.66 | 66.04 | 30.48 | 15.13 | |
| Baseline(ADC)Training=ADC, Inference=ADC2026.04 | 20.05 | 66.56 | 32.96 | 16.69 | |
| Baseline(T2w)Training=T2w, Inference=T2w2026.04 | 16.72 | 67.23 | 30.01 | 13.94 | |
| SimMLMTraining=T2w,DWI, Inference=T2w2026.04 | 15.32 | 66.83 | 28.75 | 11.32 | |
| ModDropTraining=T2w,DWI, Inference=T2w2026.04 | 11.42 | 62.88 | 27.67 | 8.21 | |
| Baseline(T2w,ADC)Training=T2w,ADC, Inference=T2w,ADC2026.04 | 10.94 | 64.47 | 28.71 | 12.47 |