Segmentation on ISLES 2022 (test)
2.64HD95 (IS)M3AE
Evaluation Results
| Method | Links | |
|---|---|---|
| M3AEModality=MRI, Network=UniFormer, Pre-training=Medical SSL2024.10 | 2.64 | |
| BrainMVPModality=MRI, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | 2.64 | |
| BrainMVPModality=MRI, Network=UniFormer, Pre-training=Medical SSL2024.10 | 2.69 | |
| BrainMVPModality=MRI, Network=UniFormer, Pre-training Strategy=Medical SSL2024.10 | 2.69 | |
| MGModality=CXR, CT, Network=UNET3D, Pre-training=Medical SSL2024.10 | 3.68 | |
| MGModality=CXR, CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | 3.68 | |
| UniFormerNetwork=UniFormer, Pre-training=From Scratch2024.10 | 4.13 | |
| DAEModality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.10 | 4.13 | |
| UNET3DNetwork=UNET3D, Pre-training=From Scratch2024.10 | 4.43 | |
| UniFormerModality=None, Network=UniFormer, Pre-training Strategy=From Scratch2024.10 | 4.43 | |
| M3AEModality=MRI, Network=UNET3D, Pre-training=Medical SSL2024.10 | 4.58 | |
| M³AEModality=MRI, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | 4.58 | |
| BrainMVPModality=MRI, Network=UNET3D, Pre-training=Medical SSL2024.10 | 5.85 | |
| M³AEModality=MRI, Network=UniFormer, Pre-training Strategy=Medical SSL2024.10 | 5.85 | |
| TransVWModality=CT, Network=UNET3D, Pre-training=Medical SSL2024.10 | 7.93 | |
| TransVWModality=CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | 7.93 | |
| Swin-UNETR*Modality=MRI, Network=Swin-UNETR, Pre-training=Medical SSL2024.10 | 8.09 | |
| Swin-UNETR*Modality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.10 | 8.09 | |
| GVSLModality=CT, Network=UNET3D, Pre-training=Medical SSL2024.10 | 9.35 | |
| GVSLModality=CT, Network=UNET3D, Pre-training Strategy=Medical SSL2024.10 | 9.35 | |
| Swin-UNETRNetwork=Swin-UNETR, Pre-training=From Scratch2024.10 | 11.31 | |
| Swin-UNETRModality=None, Network=Swin-UNETR, Pre-training Strategy=From Scratch2024.10 | 11.31 | |
| UNET3DModality=None, Network=UNET3D, Pre-training Strategy=From Scratch2024.10 | 11.55 | |
| VoCoModality=MRI, Network=Swin-UNETR, Pre-training=Medical SSL2024.10 | 12.22 | |
| VoCoModality=MRI, Network=Swin-UNETR, Pre-training Strategy=Medical SSL2024.10 | 12.22 | |
| DAEModality=MRI, Network=Swin-UNETR, Pre-training=Medical SSL2024.10 | 12.5 | |
| MoCoV3Modality=Natural, Network=UNETR, Pre-training=General SSL2024.10 | 15.04 | |
| MoCoV3Modality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.10 | 15.04 | |
| MAE3DModality=Natural, Network=UNETR, Pre-training=General SSL2024.10 | 15.2 | |
| MAE3DModality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.10 | 15.2 | |
| UNETRNetwork=UNETR, Pre-training=From Scratch2024.10 | 15.48 | |
| UNETRModality=None, Network=UNETR, Pre-training Strategy=From Scratch2024.10 | 15.48 | |
| SimMIMModality=Natural, Network=UNETR, Pre-training=General SSL2024.10 | 17.14 | |
| SimMIMModality=Natural, Network=UNETR, Pre-training Strategy=General SSL2024.10 | 17.14 |