Tumor Segmentation on KiTS Kidney Tumor 23
81.39DSCLocBAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LocBAMSpacing=1mm isotropic, Patch size=128^3, Batch size=22026.01 | 81.39 | — | |
| BaselineSpacing=1mm isotropic, Patch size=128^3, Batch size=22026.01 | 80.85 | — | |
| CoordConvSpacing=1mm isotropic, Patch size=128^3, Batch size=22026.01 | 80.64 | — | |
| DiffuGTSMethod Type=Ours, Zero-shot=true, Leave-one-out setting=true2025.05 | 59.8 | 65.99 | |
| MaleniaMethod Type=3D Zero-Shot Lesion Segmentation Methods, Zero-shot=true, Leave-one-out setting=true2025.05 | 55.37 | 61.16 | |
| ZePTMethod Type=3D Zero-Shot Lesion Segmentation Methods, Zero-shot=true, Leave-one-out setting=true2025.05 | 48.75 | 54.91 | |
| H-SAMMethod Type=SAM-based Methods, Zero-shot=true, Leave-one-out setting=true2025.05 | 45.57 | 52.16 | |
| MVFAMethod Type=Medical Anomaly Detection Methods, Zero-shot=true, Leave-one-out setting=true2025.05 | 40.81 | 46.29 | |
| SaLIPMethod Type=SAM-based Methods, Zero-shot=true, Leave-one-out setting=true2025.05 | 39.11 | 45.24 | |
| THORMethod Type=Medical Anomaly Detection Methods, Zero-shot=true, Leave-one-out setting=true2025.05 | 38.39 | 44.64 | |
| DDPM-MADMethod Type=Medical Anomaly Detection Methods, Zero-shot=true, Leave-one-out setting=true2025.05 | 36.55 | 42.72 | |
| SAM 2Method Type=SAM-based Methods, Zero-shot=true, Leave-one-out setting=true2025.05 | 36.48 | 42.59 |