Vestibular Schwannoma Segmentation on VSseg
83.64VS ScoreBrainMVP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BrainMVPModality=MRI, Network=UniFormer, Pre-training Strategy=With Medical SSL2024.10 | 83.64 | — | |
| UniFormerPre-training Strategy=From Scratch, Network=UniFormer2024.10 | 80.33 | — | |
| M3AEModality=MRI, Network=UniFormer, Pre-training Strategy=With Medical SSL2024.10 | 79.31 | — | |
| Swin-UNETRPre-training Strategy=From Scratch, Network=Swin-UNETR2024.10 | 76.82 | — | |
| VoCoModality=MRI, Network=Swin-UNETR, Pre-training Strategy=With Medical SSL2024.10 | 76.45 | — | |
| MGModality=CXR, CT, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 76.33 | — | |
| BrainMVPModality=MRI, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 76.02 | — | |
| M3AEModality=MRI, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 75.96 | — | |
| Swin-UNETR*Modality=MRI, Network=Swin-UNETR, Pre-training Strategy=With Medical SSL2024.10 | 75.55 | — | |
| DAEModality=MRI, Network=Swin-UNETR, Pre-training Strategy=With Medical SSL2024.10 | 74.51 | — | |
| GVSLModality=CT, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 72.21 | — | |
| TransVWModality=CT, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 71.76 | — | |
| UNETRPre-training Strategy=From Scratch, Network=UNETR2024.10 | 70.28 | — | |
| MoCov3Modality=Natural, Network=UNETR, Pre-training Strategy=With General SSL2024.10 | 69.83 | — | |
| MAE3DModality=Natural, Network=UNETR, Pre-training Strategy=With General SSL2024.10 | 69.57 | — | |
| UNET3DPre-training Strategy=From Scratch, Network=UNET3D2024.10 | 69.43 | — | |
| SimMIMModality=Natural, Network=UNETR, Pre-training Strategy=With General SSL2024.10 | 69.08 | — | |
| BrainMVPModality=MRI, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | — | 16.41 | |
| BrainMVPModality=MRI, Network=UniFormer, Pre-training Strategy=Medical SSL2024.10 | — | 6 | |
| DAEModality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.10 | — | 19.84 | |
| GVSLModality=CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | — | 11.58 | |
| M³AEModality=MRI, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | — | 9.2 | |
| M³AEModality=MRI, Network=UniFormer, Pre-training Strategy=Medical SSL2024.10 | — | 9.16 | |
| MAE3DModality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.10 | — | 24.17 | |
| MGModality=CXR, CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | — | 14.87 | |
| MoCoV3Modality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.10 | — | 21.35 | |
| SimMIMModality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.10 | — | 26.82 | |
| Swin-UNETRModality=None, Network=Swin-UNETR, Pre-training Strategy=From Scratch2024.10 | — | 14.12 | |
| Swin-UNETR*Modality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.10 | — | 20.73 | |
| TransVWModality=CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | — | 16.83 | |
| UNET3DModality=None, Network=UNET3D, Pre-training Strategy=From Scratch2024.10 | — | 34.36 | |
| UNETRModality=None, Network=UNETR, Pre-training Strategy=From Scratch2024.10 | — | 24.54 | |
| UniFormerModality=None, Network=UniFormer, Pre-training Strategy=From Scratch2024.10 | — | 5.68 | |
| VoCoModality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.10 | — | 13.26 |