Segmentation on BraTS MET 2023 (test)
20.37HD95 (ET)BrainMVP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BrainMVPModality=MRI, Network=UNET3D, Pre-training=Medical SSL2024.10 | 20.37 | 22.5 | 18.34 | 20.4 | |
| BrainMVPModality=MRI, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | 20.37 | 22.5 | 18.34 | 20.4 | |
| M3AEModality=MRI, Network=UNET3D, Pre-training=Medical SSL2024.10 | 22.4 | 23.87 | 18.96 | 21.74 | |
| M³AEModality=MRI, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | 22.4 | 23.87 | 18.96 | 21.74 | |
| BrainMVPModality=MRI, Network=UniFormer, Pre-training=Medical SSL2024.10 | 22.6 | 25.88 | 19.83 | 22.77 | |
| BrainMVPModality=MRI, Network=UniFormer, Pre-training Strategy=Medical SSL2024.10 | 22.6 | 25.88 | 19.83 | 22.77 | |
| M3AEModality=MRI, Network=UniFormer, Pre-training=Medical SSL2024.10 | 25.89 | 28.37 | 24.35 | 26.21 | |
| M³AEModality=MRI, Network=UniFormer, Pre-training Strategy=Medical SSL2024.10 | 25.89 | 28.37 | 24.35 | 26.21 | |
| UniFormerNetwork=UniFormer, Pre-training=From Scratch2024.10 | 25.9 | 28.16 | 19.97 | 24.68 | |
| UniFormerModality=None, Network=UniFormer, Pre-training Strategy=From Scratch2024.10 | 25.9 | 28.16 | 19.97 | 24.68 | |
| Swin-UNETRNetwork=Swin-UNETR, Pre-training=From Scratch2024.10 | 28.68 | 31.03 | 24.26 | 27.99 | |
| Swin-UNETRModality=None, Network=Swin-UNETR, Pre-training Strategy=From Scratch2024.10 | 28.68 | 31.03 | 24.26 | 27.99 | |
| MAE3DModality=Natural, Network=UNETR, Pre-training=General SSL2024.10 | 36.89 | 36.57 | 38.38 | 37.28 | |
| MAE3DModality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.10 | 36.89 | 36.57 | 38.38 | 37.28 | |
| GVSLModality=CT, Network=UNET3D, Pre-training=Medical SSL2024.10 | 37.33 | 38.05 | 30.61 | 35.33 | |
| GVSLModality=CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | 37.33 | 38.05 | 30.61 | 35.33 | |
| DAEModality=MRI, Network=Swin-UNETR, Pre-training=Medical SSL2024.10 | 37.63 | 37.37 | 38.74 | 37.91 | |
| DAEModality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.10 | 37.63 | 37.37 | 38.74 | 37.91 | |
| VoCoModality=MRI, Network=Swin-UNETR, Pre-training=Medical SSL2024.10 | 38.52 | 39.79 | 34.73 | 37.68 | |
| VoCoModality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.10 | 38.52 | 39.79 | 34.73 | 37.68 | |
| SimMIMModality=Natural, Network=UNETR, Pre-training=General SSL2024.10 | 39.37 | 41.26 | 40.06 | 40.23 | |
| SimMIMModality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.10 | 39.37 | 41.26 | 40.06 | 40.23 | |
| Swin-UNETR*Modality=MRI, Network=Swin-UNETR, Pre-training=Medical SSL2024.10 | 40.57 | 41.54 | 33.93 | 38.68 | |
| Swin-UNETR*Modality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.10 | 40.57 | 41.54 | 33.93 | 38.68 | |
| MoCoV3Modality=Natural, Network=UNETR, Pre-training=General SSL2024.10 | 41.88 | 43.17 | 41.92 | 42.32 | |
| MoCoV3Modality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.10 | 41.88 | 43.17 | 41.92 | 42.32 | |
| UNETRNetwork=UNETR, Pre-training=From Scratch2024.10 | 44.11 | 45.22 | 43.36 | 44.23 | |
| UNETRModality=None, Network=UNETR, Pre-training Strategy=From Scratch2024.10 | 44.11 | 45.22 | 43.36 | 44.23 | |
| UNET3DNetwork=UNET3D, Pre-training=From Scratch2024.10 | 45.68 | 46.85 | 39.93 | 44.15 | |
| UNET3DModality=None, Network=UNET3D, Pre-training Strategy=From Scratch2024.10 | 45.68 | 46.85 | 39.93 | 44.15 | |
| MGModality=CXR, CT, Network=UNET3D, Pre-training=Medical SSL2024.10 | 46.39 | 48.33 | 42.02 | 45.58 | |
| MGModality=CXR, CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | 46.39 | 48.33 | 42.02 | 45.58 | |
| TransVWModality=CT, Network=UNET3D, Pre-training=Medical SSL2024.10 | 47.85 | 48.06 | 39.41 | 45.11 | |
| TransVWModality=CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | 47.85 | 48.06 | 39.41 | 45.11 |