Glioblastoma Segmentation on UPENN-GBM
88.49ET Segmentation ScoreBrainMVP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BrainMVPModality=MRI, Network=UniFormer, Pre-training Strategy=With Medical SSL2024.10 | 88.49 | 92.48 | 89.07 | 90.01 | |
| UniFormerPre-training Strategy=From Scratch, Network=UniFormer2024.10 | 87.93 | 91.86 | 88.81 | 89.53 | |
| M3AEModality=MRI, Network=UniFormer, Pre-training Strategy=With Medical SSL2024.10 | 87.75 | 92.43 | 88.72 | 89.63 | |
| Swin-UNETRPre-training Strategy=From Scratch, Network=Swin-UNETR2024.10 | 87.6 | 91.15 | 87.34 | 88.7 | |
| BrainMVPModality=MRI, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 87.3 | 91.87 | 88.98 | 89.38 | |
| Swin-UNETR*Modality=MRI, Network=Swin-UNETR, Pre-training Strategy=With Medical SSL2024.10 | 87.24 | 91.46 | 87.28 | 88.66 | |
| M3AEModality=MRI, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 87.15 | 91.9 | 88.44 | 89.16 | |
| GVSLModality=CT, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 87.09 | 91.75 | 87.53 | 88.79 | |
| DAEModality=MRI, Network=Swin-UNETR, Pre-training Strategy=With Medical SSL2024.10 | 86.9 | 90.83 | 87.32 | 88.35 | |
| VoCoModality=MRI, Network=Swin-UNETR, Pre-training Strategy=With Medical SSL2024.10 | 86.65 | 90.54 | 87.34 | 88.18 | |
| MGModality=CXR, CT, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 86.64 | 90.58 | 87.03 | 88.08 | |
| TransVWModality=CT, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 85.95 | 89.51 | 86.91 | 87.46 | |
| UNET3DPre-training Strategy=From Scratch, Network=UNET3D2024.10 | 85.65 | 88.76 | 86.27 | 86.89 | |
| SimMIMModality=Natural, Network=UNETR, Pre-training Strategy=With General SSL2024.10 | 83.7 | 81.68 | 82.44 | 82.61 | |
| MAE3DModality=Natural, Network=UNETR, Pre-training Strategy=With General SSL2024.10 | 83.66 | 80.42 | 81.86 | 81.98 | |
| UNETRPre-training Strategy=From Scratch, Network=UNETR2024.10 | 83.1 | 80.88 | 81.98 | 81.99 | |
| MoCov3Modality=Natural, Network=UNETR, Pre-training Strategy=With General SSL2024.10 | 83.02 | 80.54 | 81.77 | 81.78 |