Tumor Segmentation on BraTS 23
86.31DSC3D-MC-SAGAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| 3D-MC-SAGANData Source=Generated Data2026.03 | 86.31 | — | |
| 3D-mADUNetData Source=Real Data2026.03 | 86.18 | — | |
| PTNet3DData Source=Real Data2026.03 | 86.18 | — | |
| CwdmData Source=Real Data2026.03 | 86.18 | — | |
| 3D-MC-SAGANData Source=Real Data2026.03 | 86.18 | — | |
| CwdmData Source=Generated Data2026.03 | 84.18 | — | |
| Ea-GANData Source=Real Data2026.03 | 83.97 | — | |
| Ea-GANData Source=Generated Data2026.03 | 80.93 | — | |
| Pix2PixData Source=Real Data2026.03 | 80.85 | — | |
| Cycle GanData Source=Real Data2026.03 | 80.85 | — | |
| ResViTData Source=Real Data2026.03 | 80.85 | — | |
| 3D-mADUNetData Source=Generated Data2026.03 | 80.82 | — | |
| MT-NetData Source=Real Data2026.03 | 80.68 | — | |
| TC-MGANData Source=Real Data2026.03 | 80.47 | — | |
| TC-MGANData Source=Generated Data2026.03 | 78.32 | — | |
| ResViTData Source=Generated Data2026.03 | 76.99 | — | |
| MT-NetData Source=Generated Data2026.03 | 74.16 | — | |
| TC-MGANData Source=Real Data only T22026.03 | 72.18 | — | |
| 3D-mADUNetData Source=Real Data only T22026.03 | 71.36 | — | |
| PTNet3DData Source=Real Data only T22026.03 | 71.36 | — | |
| CwdmData Source=Real Data only T22026.03 | 71.36 | — | |
| 3D-MC-SAGANData Source=Real Data only T22026.03 | 71.36 | — | |
| Pix2PixData Source=Real Data only T22026.03 | 69.75 | — | |
| Cycle GanData Source=Real Data only T22026.03 | 69.75 | — | |
| ResViTData Source=Real Data only T22026.03 | 69.75 | — | |
| MT-NetData Source=Real Data only T22026.03 | 69.67 | — | |
| Ea-GANData Source=Real Data only T22026.03 | 69.26 | — | |
| Pix2PixData Source=Generated Data2026.03 | 65.56 | — | |
| Cycle GanData Source=Generated Data2026.03 | 59.14 | — | |
| PTNet3DData Source=Generated Data2026.03 | 57.47 | — | |
| DiffuGTSMethod Type=Proposed Diffusion-based, Zero-shot=true2025.05 | 44.7 | 46.21 | |
| MaleniaMethod Type=3D Zero-Shot Lesion Segmentation Methods, Zero-shot=true2025.05 | 17.94 | 21.95 | |
| ZePTMethod Type=3D Zero-Shot Lesion Segmentation Methods, Zero-shot=true2025.05 | 17.87 | 21.69 | |
| H-SAMMethod Type=SAM-based Methods, Zero-shot=true2025.05 | 17.69 | 21.45 | |
| MVFAMethod Type=Medical Anomaly Detection Methods, Zero-shot=true2025.05 | 17.47 | 21.19 | |
| THORMethod Type=Medical Anomaly Detection Methods, Zero-shot=true2025.05 | 17.04 | 20.25 | |
| SaLIPMethod Type=SAM-based Methods, Zero-shot=true2025.05 | 15.24 | 18.48 | |
| DDPM-MADMethod Type=Medical Anomaly Detection Methods, Zero-shot=true2025.05 | 15.08 | 17.51 | |
| SAM 2Method Type=SAM-based Methods, Zero-shot=true2025.05 | 8.65 | 11.39 |