Ischemic Stroke Segmentation on ISLES22
86.6ISBrainMVP
Evaluation results
| Method | Links | |
|---|---|---|
| BrainMVPModality=MRI, Network=UniFormer, Pre-training Strategy=With Medical SSL2024.10 | 86.6 | |
| M3AEModality=MRI, Network=UniFormer, Pre-training Strategy=With Medical SSL2024.10 | 86.32 | |
| UniFormerPre-training Strategy=From Scratch, Network=UniFormer2024.10 | 84.97 | |
| M3AEModality=MRI, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 83.85 | |
| MGModality=CXR, CT, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 83.53 | |
| BrainMVPModality=MRI, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 83.31 | |
| UNET3DPre-training Strategy=From Scratch, Network=UNET3D2024.10 | 80.94 | |
| TransVWModality=CT, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 80.24 | |
| GVSLModality=CT, Network=UNET3D, Pre-training Strategy=With Medical SSL2024.10 | 80.05 | |
| Swin-UNETR*Modality=MRI, Network=Swin-UNETR, Pre-training Strategy=With Medical SSL2024.10 | 79.55 | |
| VoCoModality=MRI, Network=Swin-UNETR, Pre-training Strategy=With Medical SSL2024.10 | 77.58 | |
| Swin-UNETRPre-training Strategy=From Scratch, Network=Swin-UNETR2024.10 | 75.88 | |
| UNETRPre-training Strategy=From Scratch, Network=UNETR2024.10 | 74.65 | |
| DAEModality=MRI, Network=Swin-UNETR, Pre-training Strategy=With Medical SSL2024.10 | 73.92 | |
| MAE3DModality=Natural, Network=UNETR, Pre-training Strategy=With General SSL2024.10 | 70.43 | |
| MoCov3Modality=Natural, Network=UNETR, Pre-training Strategy=With General SSL2024.10 | 70.32 | |
| SimMIMModality=Natural, Network=UNETR, Pre-training Strategy=With General SSL2024.10 | 69.94 |