Kidney Lesion Analysis on KiTS 2023 (inference only)
81.7L1 Score (Abn.)LesionDETR + L1L2
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LesionDETR + L1L2Input=fmask, Zero-shot evaluation=true2026.06 | 81.7 | 75.5 | 67 | 1.89 | |
| LesionDETR + L1L2Input=crop, Zero-shot evaluation=true2026.06 | 77 | 77.6 | 65.9 | 2.19 | |
| Count-cond + focalInput=fmask, Zero-shot evaluation=true2026.06 | 72.9 | 75 | 59.7 | 1.86 | |
| Count-cond + focalInput=crop, Zero-shot evaluation=true2026.06 | 56.8 | 63.3 | 51.6 | 2.22 | |
| Random initializationInput=—, Zero-shot evaluation=true2026.06 | 49.9 | 51.8 | 49.7 | 4.11 |